{"id":"W4411628267","doi":"10.32920/29403302.v1","title":"Childhood, Interrupted - Stories of Survival from Canada's Childcare System","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Political science","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":[0.002059659,0.001283026,0.0007612739,0.001644105,0.0507245,0.00945063,0.00389115,0.003677078,0.01138466],"category_scores_gemma":[0.007227698,0.0007090292,0.0005110633,0.003172057,0.01709465,0.003573532,0.007631983,0.009822539,0.001132359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0930981,"about_ca_system_score_gemma":0.05448771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545368,"about_ca_topic_score_gemma":0.9849843,"domain_scores_codex":[0.9961682,0.001094203,0.00006208596,0.0002886722,0.0007194434,0.001667417],"domain_scores_gemma":[0.9942141,0.001206613,0.0003065147,0.000248032,0.001255419,0.002769293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007639385,0.00004583236,0.005867991,0.00009066269,0.00001666578,0.003024236,0.9035043,0.0001742154,0.0002614914,0.009041376,0.06857312,0.0093238],"study_design_scores_gemma":[0.000004247688,0.00001958089,0.005398672,0.0001988032,0.000009672216,0.0003370487,0.817344,0.00004809804,0.0001978539,0.0004589513,0.1759523,0.00003092445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7029948,0.009504431,0.002047131,0.1096488,0.001867409,0.0002018187,0.005486181,0.0003223706,0.1679271],"genre_scores_gemma":[0.9532948,0.003904942,0.0006800546,0.006037089,0.0001552014,0.0001150165,0.0008546418,0.0002322794,0.03472594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0930981,"threshold_uncertainty_score":0.6754771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04710841738434413,"score_gpt":0.3415396802130027,"score_spread":0.2944312628286586,"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."}}