{"id":"W7112642727","doi":"","title":"Evaluating Knowledge Mobilization: Child Development","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child development; Child care; Program evaluation; Knowledge level","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02650143,0.000717805,0.0008462342,0.001903078,0.002592163,0.003554763,0.002286925,0.0008376944,0.007530234],"category_scores_gemma":[0.0539333,0.000528692,0.0007556263,0.002935607,0.001781145,0.002010119,0.00585715,0.001124842,0.001797559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008378159,"about_ca_system_score_gemma":0.0206078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06711074,"about_ca_topic_score_gemma":0.07358506,"domain_scores_codex":[0.9844099,0.008741368,0.0008435997,0.0009563295,0.003528612,0.001520104],"domain_scores_gemma":[0.9539533,0.02090873,0.003584554,0.003831114,0.01281022,0.004912138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003991756,0.02480514,0.1767039,0.001993658,0.0001784529,0.001010158,0.1747135,0.001803327,0.005970932,0.008908103,0.02473286,0.5751883],"study_design_scores_gemma":[0.001524686,0.01479599,0.7201793,0.001644549,0.0005489098,0.0004692755,0.113495,0.002409107,0.03140312,0.004024823,0.1092379,0.0002672664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.947216,0.0003750794,0.001459684,0.0009263688,0.00004693863,0.002170162,0.001029567,0.0002115485,0.04656472],"genre_scores_gemma":[0.9739214,0.0008329346,0.008590956,0.0001806679,0.00001023647,0.002647429,0.001272833,0.0000925444,0.01245104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06711074,"threshold_uncertainty_score":0.1401547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813853470576622,"score_gpt":0.3351163370502832,"score_spread":0.296977802344517,"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."}}