{"id":"W4386763732","doi":"10.32920/24150471.v1","title":"IECSS in Action! A Community Action Evaluation Report","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College; Kirkland and District Hospital; Public Health Ontario; University of the Fraser Valley","funders":"","keywords":"Viewpoints; Poverty; Action (physics); Public relations; Political science","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":[0.07551199,0.0008959724,0.001050644,0.003023551,0.004689599,0.005286189,0.001934476,0.00211745,0.05054053],"category_scores_gemma":[0.04547396,0.0008022988,0.0008833375,0.003366331,0.002085342,0.002036198,0.007135813,0.003924491,0.006809418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01293553,"about_ca_system_score_gemma":0.0734207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09348379,"about_ca_topic_score_gemma":0.119631,"domain_scores_codex":[0.928997,0.04473835,0.003006965,0.001543578,0.01526754,0.006446552],"domain_scores_gemma":[0.9563372,0.006741537,0.001182721,0.003855273,0.02355822,0.008325171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003065345,0.007885701,0.00967107,0.00380554,0.0001120701,0.0002885948,0.01172718,0.0009383194,0.000935372,0.0216889,0.460196,0.479686],"study_design_scores_gemma":[0.003230939,0.003812229,0.03987598,0.003852682,0.0001283326,0.0001011702,0.02355553,0.0006769412,0.001790375,0.003946752,0.9189187,0.0001104116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06483081,0.002481167,0.01135233,0.02259378,0.003304986,0.1876112,0.03260634,0.001680068,0.6735392],"genre_scores_gemma":[0.3171645,0.002934725,0.06910017,0.01012841,0.0003492786,0.3009889,0.03101076,0.0008894922,0.2674338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09348379,"threshold_uncertainty_score":0.3993503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4750938510961185,"score_gpt":0.5246869285801855,"score_spread":0.04959307748406705,"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."}}