{"id":"W4394770801","doi":"10.1177/10567879241238361","title":"How to Support Parent-Educators Homeschooling by Open Projects? A Case Study of Two Families Developing Strategic Knowledge","year":2024,"lang":"en","type":"article","venue":"International Journal of Educational Reform","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Curriculum; Exploratory research; Psychology; Pedagogy; Set (abstract data type); Medical education; Public relations; Political science; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013906,0.0001518079,0.000249053,0.000553761,0.00029229,0.000782928,0.0009187671,0.00004197527,0.0002215564],"category_scores_gemma":[0.0002359034,0.0001081911,0.0001067239,0.0005910133,0.00009268057,0.001043024,0.0002007537,0.0001916548,0.00002585653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899037,"about_ca_system_score_gemma":0.005365403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007757649,"about_ca_topic_score_gemma":0.003400573,"domain_scores_codex":[0.9980627,0.00006807074,0.0005964162,0.0002208737,0.0008206784,0.0002312336],"domain_scores_gemma":[0.9975024,0.0001913004,0.0003312242,0.0001009055,0.001669068,0.0002051363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001729327,0.005126333,0.03721522,0.0001567705,0.002999611,0.0004055449,0.5275884,0.00003241384,0.0001474297,0.3186655,0.0585524,0.04893741],"study_design_scores_gemma":[0.0004686434,0.0002757447,0.0006507051,0.000202268,0.00004346742,0.0003546144,0.8888126,0.00000370567,0.00004039322,0.00273306,0.1062257,0.000189097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486409,0.0003834901,0.00002003781,0.01677752,0.007441079,0.0004080846,0.00002747374,0.000008578838,0.02629286],"genre_scores_gemma":[0.9908404,0.0002203109,0.0004720498,0.0001016933,0.001411011,0.00004187047,0.00001155234,0.0000143766,0.006886699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3612242,"threshold_uncertainty_score":0.9988497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177289838441137,"score_gpt":0.4596251298893251,"score_spread":0.3418961460452113,"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."}}