{"id":"W3125222903","doi":"10.1007/s12124-020-09599-0","title":"MAGIC: a Proposed Model Based on Common Factors","year":2021,"lang":"en","type":"article","venue":"Integrative Psychological and Behavioral Science","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Extant taxon; Alliance; MAGIC (telescope); Verdict; Epistemology; Psychological intervention; Psychology; Intervention (counseling); Sociology; Computer science; Political science; Law","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":[0.001910904,0.001233706,0.001116572,0.003100792,0.002146415,0.004031717,0.002472927,0.002291275,0.01771269],"category_scores_gemma":[0.009614155,0.0007085773,0.002305238,0.002774676,0.003821066,0.008716776,0.003404607,0.002174025,0.002175811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175247,"about_ca_system_score_gemma":0.004388001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006051791,"about_ca_topic_score_gemma":0.004755225,"domain_scores_codex":[0.9975503,0.000742053,0.0001584613,0.0007098243,0.0005408893,0.0002984816],"domain_scores_gemma":[0.9960501,0.001655917,0.0004346351,0.0005516509,0.000916313,0.0003914848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002370599,0.0001381796,0.01247257,0.0002508234,0.0001824226,0.000324992,0.002383827,0.005714162,0.0005410751,0.9124356,0.003994296,0.06132498],"study_design_scores_gemma":[0.0001775732,0.0002212242,0.005598506,0.0001796988,0.0002077313,0.0008167582,0.001463466,0.05921534,0.0002803395,0.9218136,0.009943711,0.00008198935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08645771,0.001038492,0.7779179,0.01069751,0.0005260972,0.0007104253,0.0006634617,0.0008655994,0.1211229],"genre_scores_gemma":[0.7832506,0.0006582967,0.2010222,0.0008819659,0.000138826,0.0007317758,0.0005597967,0.000116238,0.01264038],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01771269,"threshold_uncertainty_score":0.05925483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121292221609419,"score_gpt":0.4713617474226368,"score_spread":0.3500695258132178,"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."}}