{"id":"W4213192670","doi":"10.7202/1086119ar","title":"INTRODUCTION","year":2021,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000557973,0.00006346028,0.0001668538,0.00001422843,0.001409274,0.00007210505,0.0001766875,0.00007564612,0.006847724],"category_scores_gemma":[0.0005862154,0.00007041023,0.0001041942,0.002028529,0.0001830501,0.0001139129,0.00001072945,0.0001074989,0.0004375606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004395014,"about_ca_system_score_gemma":0.001895672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09657548,"about_ca_topic_score_gemma":0.6779631,"domain_scores_codex":[0.9987954,0.0001971551,0.0001321809,0.0002037744,0.0002762832,0.0003952177],"domain_scores_gemma":[0.9993559,0.00002129823,0.00006147511,0.00009701198,0.0001519573,0.000312342],"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":[1.69431e-7,0.000002999917,0.0006108162,0.00002730066,0.000003758342,0.00001045013,0.001251424,2.058111e-8,7.171029e-7,0.0736939,0.8436001,0.08079832],"study_design_scores_gemma":[0.00001843098,0.000001120421,0.002697951,0.0001065754,0.00001222741,4.574912e-7,0.001049255,2.012395e-8,7.775365e-7,0.0005539405,0.9954674,0.00009184239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000834963,0.09837466,0.00000589788,0.6334143,0.001534296,0.0002046465,0.000008890497,0.0000407829,0.2655816],"genre_scores_gemma":[0.2664689,0.2952306,0.0005982849,0.08618017,0.0394879,0.000140101,0.00007715748,0.00006248525,0.3117544],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5813876,"threshold_uncertainty_score":0.9998907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946851122900985,"score_gpt":0.3119934277884847,"score_spread":0.2825249165594748,"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."}}