{"id":"W4387589948","doi":"10.1108/978-1-80382-481-920231012","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Psychology; Medicine","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":[0.002446158,0.0003941303,0.0003115578,0.001000819,0.002467326,0.00544806,0.001478809,0.002365576,0.3008943],"category_scores_gemma":[0.009451402,0.0001454696,0.0005310818,0.0007485806,0.001452583,0.002990228,0.002349681,0.002237146,0.08273573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003390507,"about_ca_system_score_gemma":0.00436738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009591747,"about_ca_topic_score_gemma":0.01266054,"domain_scores_codex":[0.9977819,0.0003913577,0.00005383804,0.0004259531,0.0009742848,0.0003726513],"domain_scores_gemma":[0.996888,0.0006254881,0.0001043978,0.0003329348,0.001626853,0.0004224046],"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":[0.00008351819,0.00004236919,0.001304207,0.0002069227,0.0000137529,0.0001369015,0.001007438,0.0001554343,0.0003513321,0.3479041,0.5738568,0.07493708],"study_design_scores_gemma":[0.00001214069,0.000009067292,0.001213945,0.0001932647,0.000009300003,0.00006034198,0.001809181,0.00007434595,0.000362215,0.03923362,0.9570165,0.000005956919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001868247,0.0005420983,0.002492533,0.02968358,0.002631451,0.00006985042,0.0007965519,0.0001842129,0.9617313],"genre_scores_gemma":[0.04629438,0.0007477566,0.002639241,0.03558218,0.0008962564,0.0001437887,0.001284044,0.0003034587,0.912109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3008943,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09093709243717994,"score_gpt":0.3660311963750283,"score_spread":0.2750941039378483,"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."}}