{"id":"W2142769778","doi":"10.1177/0743558407310733","title":"Tough Teens","year":2008,"lang":"en","type":"article","venue":"Journal of Adolescent Research","topic":"Social and Educational Sciences","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Interview; Conversation; Psychology; Semi-structured interview; Social psychology; Developmental psychology; Medical education; Qualitative research; Sociology; Medicine; Social science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002192954,0.0005819527,0.0008186357,0.001140596,0.008782388,0.005279243,0.0009018377,0.001890857,0.04081656],"category_scores_gemma":[0.00625789,0.0005385228,0.0005568723,0.000647747,0.002468713,0.003518856,0.006614387,0.003283741,0.007815167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581703,"about_ca_system_score_gemma":0.002453711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006812382,"about_ca_topic_score_gemma":0.01424483,"domain_scores_codex":[0.9981426,0.0004735945,0.00008693408,0.0002651963,0.0004398717,0.0005917752],"domain_scores_gemma":[0.9971522,0.0002834965,0.0003718767,0.00008232929,0.0004175457,0.001692473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002499142,0.0005795372,0.08041988,0.0005889056,0.00006787574,0.01784934,0.3359299,0.0001062331,0.004406144,0.1134698,0.2760031,0.1703293],"study_design_scores_gemma":[0.00002580062,0.000187624,0.01403304,0.0004104352,0.00002559581,0.004365201,0.1985447,0.00006505573,0.0003981765,0.007953441,0.7739491,0.00004182023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5265568,0.01176438,0.004618569,0.09052691,0.01474945,0.0008509544,0.00118261,0.000524716,0.3492256],"genre_scores_gemma":[0.6573917,0.007433613,0.004110361,0.03071332,0.001194247,0.0008147224,0.0007997887,0.0003348091,0.2972075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04081656,"threshold_uncertainty_score":0.1365451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4539712843098114,"score_gpt":0.5408763515273958,"score_spread":0.0869050672175844,"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."}}