{"id":"W2924914926","doi":"10.24059/olj.v10i1.1768","title":"ONLINE COLLABORATION PRINCIPLES","year":2019,"lang":"en","type":"article","venue":"Online Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Facilitation; Cognition; Management science; Engineering ethics; Knowledge management; Computer science; Socially distributed cognition; Design elements and principles; Psychology; Sociology; Engineering; Software 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005764198,0.0001219206,0.0001834979,0.0001111748,0.0004191316,0.0001091881,0.0002041668,0.0001309793,0.001047145],"category_scores_gemma":[0.0006998286,0.0001234261,0.00005894732,0.0005799722,0.00006273559,0.0003362839,0.00005785235,0.000535302,0.000439787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009077264,"about_ca_system_score_gemma":0.0004810684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815211,"about_ca_topic_score_gemma":0.002193492,"domain_scores_codex":[0.998364,0.0003246067,0.0002393712,0.0002811046,0.000420337,0.0003705223],"domain_scores_gemma":[0.9992253,0.0001552869,0.0001642688,0.0001530221,0.0001959316,0.0001061916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006925443,0.001003994,0.5760638,0.00007957459,0.00007742614,0.0000260053,0.01614711,0.03689139,0.004129648,0.04445213,0.0007342722,0.3203254],"study_design_scores_gemma":[0.0002909734,0.00008900716,0.01023245,0.00004195504,0.0000101082,7.445369e-7,0.02715088,0.003825018,0.00002393316,0.00007161684,0.9580854,0.0001778993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673819,0.0001159641,0.0000634449,0.005737734,0.0003592338,0.0001993166,0.000009219299,0.0002869123,0.0258463],"genre_scores_gemma":[0.9145861,0.0001797262,0.01184991,0.0002111181,0.001258055,0.000002977051,0.000285418,0.00003081026,0.07159588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9573511,"threshold_uncertainty_score":0.999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168968163083024,"score_gpt":0.337440824049308,"score_spread":0.3157511424184778,"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."}}