{"id":"W4379012377","doi":"10.1007/s11191-023-00449-0","title":"A Conversation with Michael Matthews","year":2023,"lang":"en","type":"article","venue":"Science & Education","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Conversation; Sociology; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005788923,0.0007548134,0.001110005,0.0008977823,0.01529257,0.005945106,0.001956601,0.01370339,0.01800264],"category_scores_gemma":[0.02717982,0.0005770194,0.0006028679,0.0007250472,0.005141553,0.007265873,0.00517099,0.03697133,0.00460448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004831129,"about_ca_system_score_gemma":0.00534408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02277162,"about_ca_topic_score_gemma":0.04562876,"domain_scores_codex":[0.9961658,0.00161065,0.0001367575,0.0005201967,0.001016337,0.0005502894],"domain_scores_gemma":[0.9872961,0.004862197,0.0005318141,0.0002465161,0.002401929,0.004661366],"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":[0.00001700419,0.00002042462,0.0001058616,0.00003307077,0.000004543093,0.0001661306,0.00272878,0.00001333935,0.00007418802,0.005136977,0.9871302,0.00456931],"study_design_scores_gemma":[0.000008097588,0.00001642125,0.0003315306,0.0001663186,0.000004970723,0.0002846275,0.01010074,0.00002778005,0.00007105224,0.002334502,0.9866295,0.00002457023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003602117,0.00339287,0.0001185599,0.9674883,0.02362401,0.000006672141,0.00001385377,0.00001403041,0.004981487],"genre_scores_gemma":[0.009919654,0.002848793,0.0003308267,0.9149402,0.01367897,0.00004097394,0.00001390598,0.00007134706,0.05815534],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02277162,"threshold_uncertainty_score":0.06022477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776735969782964,"score_gpt":0.3298369903833207,"score_spread":0.3120696306854911,"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."}}