{"id":"W7015587444","doi":"","title":"The Techification of Education in Ontario's virtual schools","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Qualitative research; Phenomenon; Loyalty; Point (geometry); Higher education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001996752,0.0001400187,0.0001974,0.0008519617,0.02091324,0.008567245,0.000760426,0.0009829014,0.003949539],"category_scores_gemma":[0.003513603,0.0003741286,0.0001669908,0.002083387,0.01731326,0.002630185,0.005499259,0.001548589,0.0001568124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0754492,"about_ca_system_score_gemma":0.08222159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8628334,"about_ca_topic_score_gemma":0.9630737,"domain_scores_codex":[0.9963999,0.001070845,0.00009954014,0.0003047474,0.0007220057,0.001402872],"domain_scores_gemma":[0.9957728,0.0007409165,0.0006297289,0.0002164171,0.0006318355,0.002008237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001274593,0.0001479649,0.09702545,0.0002529544,0.00001308319,0.001233306,0.6923605,0.0003607752,0.001319748,0.1397071,0.008836628,0.05861508],"study_design_scores_gemma":[0.00001755349,0.0000862082,0.106041,0.0002332541,0.000009236701,0.0001404819,0.658245,0.0001929546,0.0003415465,0.004431026,0.2302208,0.00004106162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259508,0.0006203533,0.000538859,0.009862942,0.0000666468,0.00006018108,0.0001007154,0.00001949894,0.06277996],"genre_scores_gemma":[0.9895478,0.0002731674,0.0001642679,0.0003195042,0.000007003101,0.0000105959,0.00001524154,0.000005679944,0.009656763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9790868,"threshold_uncertainty_score":0.5474248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2100955805558617,"score_gpt":0.5424957692278954,"score_spread":0.3324001886720337,"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."}}