{"id":"W6959211400","doi":"10.11575/prism/44804","title":"Feasibility, user experiences, and preliminary effect of Conversation Cards for Adolescents© on collaborative goal-setting and behavior change: protocol for a pilot randomized controlled trial","year":2019,"lang":"en","type":"other","venue":"University of Calgary","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Conversation; Protocol (science); Set (abstract data type); Baseline (sea); Behavior change; Research design; Behaviour change; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06421603,0.005251894,0.006510151,0.002815685,0.004044098,0.003477277,0.003077555,0.00633364,0.04318926],"category_scores_gemma":[0.06054338,0.002807278,0.004479105,0.002931662,0.003934441,0.003285137,0.002328842,0.007269956,0.00745579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004509294,"about_ca_system_score_gemma":0.01508344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190852,"about_ca_topic_score_gemma":0.002839214,"domain_scores_codex":[0.9512303,0.03368052,0.00543689,0.002453075,0.003923568,0.003275617],"domain_scores_gemma":[0.9623006,0.01682243,0.005388742,0.005084783,0.007273654,0.003129867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8099406,0.07722507,0.001735009,0.01581861,0.002015065,0.0003108718,0.001593124,0.003117805,0.003296255,0.004605589,0.01404751,0.0662944],"study_design_scores_gemma":[0.885224,0.0843054,0.002616527,0.001706385,0.0008552744,0.00004528289,0.0003426116,0.002335341,0.00174761,0.002675428,0.01801697,0.0001291681],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00252902,0.00005485742,0.001161673,0.00006920008,0.0001158396,0.9954147,0.0002684066,0.00005831834,0.0003278966],"genre_scores_gemma":[0.00230034,0.00002903029,0.002149712,0.00004720685,0.00001894854,0.9953288,0.0000309236,0.000003478424,0.0000915711],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06421603,"threshold_uncertainty_score":0.3396109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757039930832569,"score_gpt":0.2552013043591015,"score_spread":0.2376309050507759,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}