{"id":"W2531375288","doi":"10.1080/00131881.2016.1235910","title":"Researching literacy lives: building communities between home and school","year":2016,"lang":"en","type":"article","venue":"Educational Research","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Literacy; Home school; Pedagogy; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005534846,0.00006812962,0.0001031914,0.0004750216,0.001870488,0.0004599007,0.0004487415,0.00005337344,0.002657932],"category_scores_gemma":[0.004058745,0.0000525336,0.00002618721,0.000486908,0.0007641302,0.000617418,0.0001463459,0.0003277693,0.0006107533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034664,"about_ca_system_score_gemma":0.002192604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339778,"about_ca_topic_score_gemma":0.000268367,"domain_scores_codex":[0.9966003,0.001595194,0.000193918,0.0001650727,0.0009269707,0.0005185394],"domain_scores_gemma":[0.98836,0.01019595,0.00004041454,0.000255135,0.0007053597,0.0004431667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005264154,0.00004087678,0.6044402,0.00002552007,0.00001550925,1.543136e-7,0.08914957,3.777071e-8,0.0002657926,0.2793995,0.01558221,0.01107545],"study_design_scores_gemma":[0.0001681195,0.00003563465,0.4920738,0.0003663853,0.000001926858,0.00000161368,0.07927705,7.123141e-7,0.00003540948,0.05986053,0.36802,0.0001588548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057693,0.0004063386,0.00001688873,0.06230154,0.0001673347,0.0002086726,0.00001944292,0.00001551956,0.03109494],"genre_scores_gemma":[0.9585173,0.0004215195,0.0004900009,0.00006695023,0.002956896,0.00008265862,0.000005290834,0.00001155609,0.03744782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524378,"threshold_uncertainty_score":0.9994289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903072068673912,"score_gpt":0.5680353874812721,"score_spread":0.2777281806138809,"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."}}