{"id":"W4237117728","doi":"10.1108/14777280710727389","title":"Interaction over instruction","year":2007,"lang":"en","type":"article","venue":"Development in Learning Organizations An International Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Conversation; Value (mathematics); Knowledge management; Computer science; Psychology; Work (physics); Medical education; Pedagogy; Engineering; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.003969912,0.0004196827,0.0005465153,0.0009446402,0.001533402,0.005936363,0.0008416995,0.001026577,0.01763468],"category_scores_gemma":[0.03935227,0.0001290512,0.0005778727,0.0009394551,0.002161743,0.0022097,0.003683472,0.001432233,0.001158677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173278,"about_ca_system_score_gemma":0.001714423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052116,"about_ca_topic_score_gemma":0.001240493,"domain_scores_codex":[0.9875636,0.00689975,0.0005874662,0.0009767009,0.002888046,0.001084433],"domain_scores_gemma":[0.9337481,0.05481448,0.003646806,0.002295049,0.002865602,0.002630047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00937853,0.004934555,0.1543189,0.005740596,0.0003871934,0.0009177874,0.122633,0.001611333,0.01113918,0.03123414,0.00744115,0.6502635],"study_design_scores_gemma":[0.001312796,0.01667384,0.6033052,0.004324265,0.001329383,0.002256311,0.1287163,0.003315931,0.01499934,0.0335534,0.1899671,0.0002460737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769739,0.002916464,0.00572794,0.001253237,0.0003086346,0.0004831608,0.0002572719,0.0001932573,0.1118862],"genre_scores_gemma":[0.9914917,0.0005281083,0.002257208,0.0003172016,0.00006445768,0.0004556707,0.000101136,0.00005439276,0.004730169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763468,"threshold_uncertainty_score":0.05899394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405018713683531,"score_gpt":0.3413346762683868,"score_spread":0.3272844891315514,"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."}}