{"id":"W4707139","doi":"","title":"The Interaction and Collaboration of Experienced Teachers deploying Social Technologies","year":2011,"lang":"en","type":"article","venue":"Annales de Chirurgie","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Context (archaeology); Computer science; Collaborative learning; Work (physics); World Wide Web; Knowledge management; Multimedia; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003428348,0.00004253738,0.00005790297,0.00003494636,0.0005902111,0.00003959813,0.0001053193,0.00006393214,0.000009266252],"category_scores_gemma":[0.0002835901,0.00003297412,0.00002060935,0.0001753058,0.000320564,0.0002129988,0.00002580455,0.0001024624,0.000001511516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002765721,"about_ca_system_score_gemma":0.000123873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448601,"about_ca_topic_score_gemma":0.0007280041,"domain_scores_codex":[0.9995046,0.00008397294,0.0000977879,0.00007703027,0.00009646513,0.000140201],"domain_scores_gemma":[0.9997198,0.00007082858,0.00008941233,0.00004772982,0.00005709183,0.00001512479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005081628,0.0000425594,0.01902821,0.000007374517,0.00002831926,0.000003019295,0.2879303,0.000002484947,0.002127104,0.02797537,0.0007764996,0.662028],"study_design_scores_gemma":[0.000110457,0.00004766487,0.004616025,0.00001611064,0.00001043226,0.000001236469,0.8471438,0.0000394852,0.006189359,0.003058819,0.1386769,0.00008975383],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887457,0.0003528078,0.00004651044,0.001820818,0.00007325153,0.00006331701,4.660411e-7,0.00009639655,0.008800738],"genre_scores_gemma":[0.9986839,0.000475392,0.0006352962,0.00001432818,0.00005325029,0.000009194036,5.25346e-7,0.000003830186,0.0001242984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6619382,"threshold_uncertainty_score":0.4539486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954389418311151,"score_gpt":0.3465426974357999,"score_spread":0.2969988032526883,"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."}}