{"id":"W2237049543","doi":"","title":"Facilitating Access: Introductory Biology Classes Online","year":2005,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Computer science; Mathematics education; World Wide Web; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009429402,0.0008014842,0.0003915982,0.0008759609,0.001039198,0.002102013,0.001516778,0.00123444,0.2482726],"category_scores_gemma":[0.006148724,0.0004538,0.0004648092,0.000595303,0.0002208642,0.003858299,0.005099705,0.0009422931,0.09269574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610532,"about_ca_system_score_gemma":0.000627058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005548368,"about_ca_topic_score_gemma":0.002116785,"domain_scores_codex":[0.9995177,0.00009880216,0.00002161872,0.00007687649,0.0001329248,0.0001520679],"domain_scores_gemma":[0.9957241,0.001308677,0.000222294,0.0004984801,0.000309103,0.001937303],"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":[0.0009315095,0.004090042,0.00973709,0.0004191233,0.0000229671,0.00112561,0.002816226,0.0003783747,0.01720764,0.003411446,0.47058,0.48928],"study_design_scores_gemma":[0.0006661331,0.001497095,0.06158645,0.000371541,0.0001120157,0.001043205,0.003687019,0.003552822,0.01523372,0.01888808,0.8931624,0.0001994783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.309981,0.0006436818,0.07069203,0.01181094,0.001737104,0.002469596,0.005287874,0.08039429,0.5169834],"genre_scores_gemma":[0.5114999,0.001505731,0.1152017,0.004586153,0.002206961,0.002140186,0.009599094,0.005775549,0.3474847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2482726,"threshold_uncertainty_score":0.8305545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08788081399575981,"score_gpt":0.3450698092236548,"score_spread":0.257188995227895,"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."}}