{"id":"W4386763408","doi":"10.32920/24150441","title":"The Developmental Systems Approach to Early Intervention in Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intervention (counseling); Strengths and weaknesses; Equity (law); Diversity (politics); Context (archaeology); Government (linguistics); Political science; Public administration; Economic growth; Psychology; Public relations; Geography; Economics; Social psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002629664,0.0005445207,0.0005142189,0.004862325,0.0101485,0.008472988,0.001966579,0.001265606,0.0056396],"category_scores_gemma":[0.005693539,0.0003788507,0.0004153073,0.007506534,0.01093264,0.002277578,0.004098816,0.002330082,0.0002059342],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2473606,"about_ca_system_score_gemma":0.3789057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947136,"about_ca_topic_score_gemma":0.9946795,"domain_scores_codex":[0.9953849,0.001518666,0.0001240871,0.0003258864,0.001334633,0.001311829],"domain_scores_gemma":[0.9971135,0.0007913158,0.0001358866,0.00009498438,0.001316558,0.0005478195],"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":[0.00001452317,0.00003001366,0.004821525,0.0002413668,0.00002719214,0.0001795173,0.00703193,0.003883263,0.00008067315,0.9160824,0.01881179,0.04879571],"study_design_scores_gemma":[0.0000628368,0.00004889452,0.03677238,0.001707437,0.000107977,0.0002526424,0.04797249,0.01044257,0.0004760811,0.3411405,0.5608813,0.0001349967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04616387,0.04038564,0.02360865,0.1158055,0.0008503213,0.0006773914,0.001881768,0.0002197777,0.7704071],"genre_scores_gemma":[0.8814055,0.03840495,0.02177352,0.003754821,0.0001582445,0.0004888636,0.0006539858,0.00009419232,0.05326597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2473606,"threshold_uncertainty_score":0.8729551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174146584329019,"score_gpt":0.3560671661793435,"score_spread":0.2386525077464416,"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."}}