{"id":"W7067597337","doi":"","title":"Navigating Equity in Early Learning: Identifying Challenges and Barriers to Early Learning and Childcare for Black Children and Families","year":2024,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Health equity; Life chances; Race (biology); Face (sociological concept); Racism; Health care; Focus group","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":[0.01165015,0.0004489468,0.0009125598,0.001561604,0.01009954,0.005956321,0.00133086,0.001347878,0.001894962],"category_scores_gemma":[0.01524701,0.0005799687,0.0005472299,0.001599942,0.003497657,0.005228239,0.006066544,0.002293471,0.0001555573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008137222,"about_ca_system_score_gemma":0.03750114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09749938,"about_ca_topic_score_gemma":0.2203451,"domain_scores_codex":[0.9950479,0.002614371,0.0002344817,0.0002334985,0.0006456921,0.001224094],"domain_scores_gemma":[0.9920347,0.004399938,0.001617493,0.0001812471,0.0008640047,0.000902608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008015158,0.0001899917,0.108633,0.002079206,0.0001007961,0.001066997,0.7557415,0.0001449804,0.0007690968,0.006589805,0.003196425,0.1214081],"study_design_scores_gemma":[0.000007804532,0.0001011865,0.04987668,0.003192162,0.0000754292,0.0002980644,0.9208982,0.00009957415,0.0003942984,0.001741834,0.02328334,0.00003143523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561803,0.01286959,0.0008149029,0.018583,0.00008112813,0.0001943736,0.000107446,0.000009076016,0.01116014],"genre_scores_gemma":[0.9794866,0.01381897,0.003240928,0.001399184,0.00002165269,0.0002764177,0.00006157616,0.000008505288,0.001686173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09749938,"threshold_uncertainty_score":0.1938637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236939110959657,"score_gpt":0.3129079110105,"score_spread":0.2805385199009034,"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."}}