{"id":"W4380787339","doi":"10.1080/15575330.2023.2225089","title":"School districts as constrained leaders in the WoW Bus rural early childhood outreach collaborative","year":2023,"lang":"en","type":"article","venue":"Community Development","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Outreach; Early childhood; Accountability; Early childhood education; Public relations; Sustainability; Economic growth; Theory of change; Political science; Sociology; Psychology; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01276822,0.0002578613,0.0003307371,0.001510652,0.01265046,0.01188393,0.002410944,0.001517029,0.009711869],"category_scores_gemma":[0.01829175,0.0007801273,0.0002383794,0.001692888,0.005961535,0.004026815,0.01657603,0.002065485,0.001029435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009101308,"about_ca_system_score_gemma":0.02467187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343637,"about_ca_topic_score_gemma":0.04730804,"domain_scores_codex":[0.9736809,0.01899293,0.0003731919,0.001176766,0.001236115,0.004540186],"domain_scores_gemma":[0.9792532,0.006864903,0.001584783,0.001556639,0.002047068,0.008693379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006556033,0.003369645,0.1584246,0.0007642743,0.0001098871,0.003199255,0.4084004,0.004309159,0.002863626,0.1535029,0.03076636,0.2336343],"study_design_scores_gemma":[0.0002036447,0.0009990544,0.05669093,0.0003978871,0.00007701742,0.0003618126,0.71845,0.002663267,0.001630803,0.01462217,0.2038015,0.0001019413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088024,0.0003447679,0.009962359,0.007779231,0.000117345,0.001924234,0.0001791456,0.0001705054,0.07072008],"genre_scores_gemma":[0.9849857,0.0001121875,0.004018185,0.0002904153,0.00001142346,0.0004413915,0.00006204635,0.00002282828,0.01005596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343637,"threshold_uncertainty_score":0.06752563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933972558883424,"score_gpt":0.4516084989149438,"score_spread":0.2582112430266014,"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."}}