{"id":"W2052749111","doi":"10.2316/journal.208.2006.2.208-0875","title":"ROLES, CULTURE, AND COMPUTER-SUPPORTED COLLABORATIVE WORK ON PLANET OIT","year":2006,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planet; Work (physics); Computer science; World Wide Web; Library science; Earth science; Astrobiology; Engineering; Geology; Astronomy; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005284305,0.0002605282,0.0003501499,0.0003469151,0.0004350433,0.00002324716,0.0001654982,0.0003975621,0.00004697726],"category_scores_gemma":[0.0001768044,0.000247387,0.00002962935,0.000795869,0.0002369463,0.00005161213,0.00004500627,0.001188455,0.00004743326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000390434,"about_ca_system_score_gemma":0.00001535708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001003597,"about_ca_topic_score_gemma":0.000004121139,"domain_scores_codex":[0.9983099,0.0002741068,0.0002860959,0.0005630592,0.00009130992,0.0004755224],"domain_scores_gemma":[0.9990117,0.0003336761,0.0002714716,0.0002457938,0.0001065461,0.00003084097],"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":[0.0007688922,0.0002200609,0.06468558,0.00002356265,0.0001975074,0.00005943406,0.001727394,0.004290039,0.003014537,0.3167354,0.008322261,0.5999553],"study_design_scores_gemma":[0.002590948,0.002044377,0.02461704,0.00007876148,0.00003275214,0.00004334696,0.001446293,0.0001884912,0.0008832332,0.007434486,0.9601368,0.0005034661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050244,0.001602274,0.1676186,0.0007283211,0.0008188654,0.0009158477,0.00003765195,0.002284217,0.02096978],"genre_scores_gemma":[0.8744804,0.000007806853,0.117207,0.0001970956,0.0001821697,0.0001536278,0.0002849116,0.00006202092,0.007425027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9518145,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009819587833011388,"score_gpt":0.3167908570610621,"score_spread":0.3069712692280507,"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."}}