{"id":"W4307440255","doi":"10.25071/28169344.12","title":"Reimagining home-based learning through comparisons of alternative schooling methods","year":2022,"lang":"en","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Narrative; Pedagogy; Conversation; Sociology; Space (punctuation); Psychology; Mathematics education; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01861375,0.000552475,0.0005026085,0.001994855,0.003667317,0.01183907,0.002418369,0.001159363,0.00730068],"category_scores_gemma":[0.01795555,0.0002626206,0.0008093736,0.001159861,0.009638899,0.008854156,0.01105689,0.002017184,0.0005769644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005411245,"about_ca_system_score_gemma":0.004983312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645717,"about_ca_topic_score_gemma":0.006737413,"domain_scores_codex":[0.9807855,0.01574763,0.0003739777,0.0007955101,0.001445193,0.0008519825],"domain_scores_gemma":[0.9899053,0.007444711,0.0004902566,0.0008984799,0.0007205749,0.0005406804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002174332,0.001339338,0.007999053,0.001172287,0.00007057617,0.0003829568,0.4237611,0.0008424702,0.001729987,0.1768333,0.003491969,0.3821597],"study_design_scores_gemma":[0.0003239681,0.002007995,0.01181311,0.003521431,0.000198541,0.0005402804,0.602253,0.002669119,0.005028231,0.1174272,0.2540978,0.0001193955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7251049,0.004116012,0.09013578,0.009499,0.0006284113,0.001672435,0.0001249327,0.0002048699,0.1685136],"genre_scores_gemma":[0.926316,0.00196157,0.06282613,0.0006331838,0.00004429629,0.0009542626,0.0000467339,0.00009182537,0.007126046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861375,"threshold_uncertainty_score":0.09844005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3931070196330151,"score_gpt":0.5963397017933391,"score_spread":0.203232682160324,"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."}}