{"id":"W4413776265","doi":"10.1097/iyc.0000000000000300","title":"Early Childhood Inclusion in Canada","year":2025,"lang":"en","type":"article","venue":"Infants & Young Children","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Inclusion (mineral); Political science; Sociology; Gender studies","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":[0.002082524,0.0003408926,0.0006169052,0.002477193,0.0190387,0.003862542,0.001554234,0.0006448295,0.005269733],"category_scores_gemma":[0.005601862,0.0002767225,0.0004723251,0.006640292,0.001673622,0.001158959,0.004030674,0.001593734,0.0003015703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1165775,"about_ca_system_score_gemma":0.3240705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986455,"about_ca_topic_score_gemma":0.9993197,"domain_scores_codex":[0.9961808,0.000392281,0.0001223063,0.0002287282,0.001257773,0.001818163],"domain_scores_gemma":[0.9905146,0.0005256618,0.0005121278,0.0001540393,0.004660098,0.003633477],"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":[0.00024912,0.0003133082,0.3828144,0.001468733,0.0001232417,0.001634274,0.0824725,0.0009767492,0.0006430893,0.03786434,0.09869763,0.3927426],"study_design_scores_gemma":[0.00002499969,0.00009144386,0.7680991,0.002502196,0.00007791032,0.0003666933,0.05666919,0.0004711566,0.0003180468,0.001659894,0.1695926,0.0001268266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.712518,0.04270796,0.001152248,0.042654,0.0007814989,0.0004316295,0.006860968,0.0001519318,0.1927416],"genre_scores_gemma":[0.9680723,0.01486119,0.001160296,0.001744356,0.00004962176,0.0001232096,0.001232994,0.00003308155,0.01272285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165775,"threshold_uncertainty_score":0.8458327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003677633576522585,"score_gpt":0.2490479845816413,"score_spread":0.2453703510051187,"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."}}