{"id":"W4395104868","doi":"10.25071/dh5rxn98","title":"Director's introduction","year":2021,"lang":"en","type":"article","venue":"Canada Watch","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Policy Alternatives; York University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002755616,0.0009854932,0.0007567219,0.001913441,0.003046341,0.005760651,0.001621614,0.004932215,0.5028238],"category_scores_gemma":[0.008618334,0.0004764986,0.0008524176,0.0009167259,0.0007023508,0.001536948,0.001894463,0.004020998,0.2837129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005692837,"about_ca_system_score_gemma":0.02349126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09447952,"about_ca_topic_score_gemma":0.2425043,"domain_scores_codex":[0.9973561,0.000158845,0.00006499953,0.000279304,0.001527393,0.000613363],"domain_scores_gemma":[0.9897938,0.0004093478,0.0002242091,0.0002789343,0.004899423,0.004394393],"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":[0.000004695549,0.000003856038,0.00003797275,0.00001465813,3.698757e-7,0.00000744315,0.000003133027,0.000005754254,0.00001550255,0.0002822088,0.9953035,0.004321],"study_design_scores_gemma":[0.000008615673,0.00000601218,0.0002347738,0.00003788768,0.000001280178,0.00001130839,0.00003054356,0.00001278072,0.00002177273,0.000150626,0.9994811,0.000003396795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0005688672,0.004538388,0.000800597,0.1329365,0.2833852,0.0009688286,0.006148191,0.001296913,0.5693566],"genre_scores_gemma":[0.001036052,0.0009367003,0.0002492756,0.01893648,0.009347068,0.0001210883,0.0007656796,0.0001582013,0.9684495],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5028238,"threshold_uncertainty_score":0.7091615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530944672010828,"score_gpt":0.3012106489668034,"score_spread":0.2859012022466951,"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."}}