{"id":"W6888877111","doi":"10.25318/36280001202100800002-eng","title":"Patterns of participation in early learning and child care among families with potential socioeconomic disadvantages in Canada","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Child care; Disadvantaged; Early childhood; Child development; Survey data collection","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":[0.000547051,0.0003357335,0.0004296364,0.002774569,0.004637219,0.001395514,0.001387733,0.0004148584,0.002119665],"category_scores_gemma":[0.002040015,0.0003215515,0.0005337663,0.005886971,0.001004437,0.0004414951,0.001684123,0.0006864805,0.0001683244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02724363,"about_ca_system_score_gemma":0.03081548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960628,"about_ca_topic_score_gemma":0.9979336,"domain_scores_codex":[0.9986795,0.00007176388,0.00007830967,0.0001683104,0.0004066015,0.0005956041],"domain_scores_gemma":[0.9973907,0.0001324128,0.0005655378,0.00004633711,0.0009416125,0.0009235608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004892671,0.0000318583,0.989861,0.00003295871,0.00002780162,0.0001088547,0.003227547,0.00009053256,0.0001637655,0.0002285025,0.0007409704,0.005437352],"study_design_scores_gemma":[0.000002565636,0.00001098461,0.9939725,0.00004591509,0.000007368868,0.00005592091,0.005039799,0.0001244146,0.00003573713,0.00002403097,0.0006713704,0.000009434747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939696,0.0007094013,0.00004123345,0.0004085531,0.000006152606,0.00002166657,0.002460277,0.000006272304,0.002376798],"genre_scores_gemma":[0.9972722,0.0006743426,0.0001117713,0.0000644705,0.000002611454,0.00001429668,0.00106362,0.000003765058,0.0007929153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02724363,"threshold_uncertainty_score":0.1976674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168263816562443,"score_gpt":0.4677892704903688,"score_spread":0.4161066323247444,"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."}}