{"id":"W3167650930","doi":"10.29173/cais1197","title":"Many Paths","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Minnesota","keywords":"Curiosity; Transformative learning; Power (physics); Psychology; Interpersonal communication; Social psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497292,0.0008027339,0.0004107066,0.001257253,0.004953966,0.008580044,0.001472814,0.003305422,0.4140037],"category_scores_gemma":[0.005098517,0.0003606325,0.000688974,0.00138174,0.001865277,0.006638018,0.007001747,0.003488819,0.2022683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932795,"about_ca_system_score_gemma":0.005094948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005882731,"about_ca_topic_score_gemma":0.008556802,"domain_scores_codex":[0.998193,0.0004017593,0.00007134803,0.0004426975,0.0005210362,0.0003701083],"domain_scores_gemma":[0.9980937,0.0002483867,0.0001067048,0.0003238066,0.0006835851,0.0005438111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009704399,0.00008461664,0.002351669,0.0002972983,0.00002059114,0.000513987,0.003977605,0.000234184,0.0006485819,0.2526686,0.4899727,0.2491332],"study_design_scores_gemma":[0.000003509359,0.000009519534,0.000255678,0.00008117519,0.000003127925,0.0001081911,0.0007306896,0.00003338015,0.0000845946,0.0077846,0.9908994,0.000006194727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003395246,0.001894165,0.007570258,0.02181081,0.002697348,0.0001733085,0.001141565,0.0007612668,0.960556],"genre_scores_gemma":[0.03576149,0.002279925,0.005161651,0.008773276,0.0004442877,0.0001737027,0.001102525,0.0004968811,0.9458062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4140037,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070077820642768,"score_gpt":0.3384684938889745,"score_spread":0.2777677156825468,"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."}}