{"id":"W1578611437","doi":"","title":"Teaching as a visible activity in remote networked schools: A socio-cultural perspective","year":2007,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Université Laval","funders":"","keywords":"Perspective (graphical); Sociology; Pedagogy; Public relations; Knowledge management; Political science; Computer science; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022662,0.000278722,0.0003205079,0.0003621108,0.0008883941,0.0002458077,0.000249759,0.000319061,0.0003043722],"category_scores_gemma":[0.0004699561,0.0002938705,0.00005148957,0.0009911488,0.0002348744,0.0005652852,0.00004304134,0.002186885,0.00006874965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051472,"about_ca_system_score_gemma":0.001526224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05699224,"about_ca_topic_score_gemma":0.05945131,"domain_scores_codex":[0.9967255,0.000870574,0.0004385237,0.0006777127,0.0006466208,0.0006410498],"domain_scores_gemma":[0.9983251,0.0002378786,0.0006785131,0.0002317892,0.0002760343,0.0002506915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002101569,0.0003628121,0.1273955,0.00002781324,0.00001328403,0.000004587677,0.01609628,0.000009433825,0.0001798359,0.7716389,0.0006824916,0.08337899],"study_design_scores_gemma":[0.001099308,0.0005244355,0.546953,0.0009064972,0.00002026282,0.000004591885,0.2829988,0.0003079285,0.00009889079,0.09466555,0.07158644,0.0008342262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217434,0.0002298932,0.00005616187,0.09224415,0.000972177,0.0006268548,0.000001782794,0.0001756218,0.1839499],"genre_scores_gemma":[0.9404102,0.0004476359,0.0004884956,0.001177305,0.000376169,0.00004235201,0.00001306529,0.00002381839,0.05702094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6769733,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0663237934359289,"score_gpt":0.3745605761339303,"score_spread":0.3082367826980014,"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."}}