{"id":"W4309609820","doi":"10.3389/feduc.2022.1025651","title":"Freedom dreaming with Black Canadian mothers","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Resistance (ecology); Gender studies; The arts; Sociology; Set (abstract data type); Pedagogy; Psychology; Visual arts; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004213168,0.00006633907,0.00006846359,0.0003383464,0.0005589463,0.00004346128,0.0002422925,0.0000288851,0.0004976361],"category_scores_gemma":[0.00003572544,0.00008035555,0.00001550452,0.0006200036,0.000147317,0.0002115946,0.00001263913,0.0001330749,0.00001067457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288703,"about_ca_system_score_gemma":0.002878212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5978073,"about_ca_topic_score_gemma":0.5567775,"domain_scores_codex":[0.998991,0.0001623369,0.0001091046,0.0001795433,0.0002779092,0.0002801238],"domain_scores_gemma":[0.9996104,0.00001329792,0.00006383382,0.0001405385,0.00003558133,0.000136359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001076943,0.0004092097,0.5749721,0.000006096778,0.00001315036,7.731044e-7,0.1364623,0.001432932,0.00001603803,0.00516814,0.2689694,0.01253913],"study_design_scores_gemma":[0.0001258598,0.00003085319,0.04442348,0.00001431147,0.000008973413,4.213131e-7,0.4696127,0.0002372223,0.00001410189,0.002565454,0.4827898,0.0001768085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675526,0.0004106207,0.0003245939,0.005005198,0.009805162,0.0006876185,0.00001603723,0.00004707628,0.1161511],"genre_scores_gemma":[0.9896849,0.00003469664,0.003974859,0.0005310267,0.0002348589,0.0001852973,0.00008857636,0.00001368775,0.005252094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5305486,"threshold_uncertainty_score":0.8599845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407650089578752,"score_gpt":0.2750387610544913,"score_spread":0.2609622601587038,"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."}}