{"id":"W2568865248","doi":"10.5840/techne2005917","title":"The Technical Codes of Online Education","year":2005,"lang":"en","type":"article","venue":"Techné Research in Philosophy and Technology","topic":"Artificial Intelligence in Education","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346607,0.0003832905,0.0002637974,0.003231477,0.002935492,0.008588777,0.0006744203,0.002699961,0.02347622],"category_scores_gemma":[0.01512476,0.0003714507,0.0004094092,0.002599233,0.01189597,0.01000859,0.002602327,0.003822304,0.004556328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003007804,"about_ca_system_score_gemma":0.002499708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886005,"about_ca_topic_score_gemma":0.001829204,"domain_scores_codex":[0.9967706,0.001492296,0.0002212111,0.0003111857,0.0008482185,0.0003565234],"domain_scores_gemma":[0.9906858,0.004546972,0.0005374444,0.001937069,0.00176455,0.0005281935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001749602,0.000002163777,0.0000438665,0.00000333591,2.734211e-7,0.000004500557,0.0001643218,0.00003591407,0.00001395771,0.9960486,0.001505577,0.002175688],"study_design_scores_gemma":[0.000005758203,0.000005641474,0.0003371812,0.00003746686,0.000001765348,0.00007581343,0.0003441328,0.0007757604,0.0001740703,0.9319915,0.06624156,0.000009333393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02056175,0.001679745,0.1291949,0.01795565,0.001365279,0.0001059495,0.0006043375,0.0004551589,0.8280773],"genre_scores_gemma":[0.7678155,0.001763281,0.05350292,0.002406731,0.001335318,0.0005021906,0.0005627734,0.0004047699,0.1717065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02347622,"threshold_uncertainty_score":0.07853574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010029983095783,"score_gpt":0.4347790041738626,"score_spread":0.3337760058642842,"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."}}