{"id":"W2149029795","doi":"","title":"Using Computer Simulations to Supplement Teaching Laboratories in Chemistry for Distance Delivery","year":2007,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Humanities; Video recording; Physics; Computer science; Art; Computer graphics (images)","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":[0.0004211612,0.00008362137,0.0001041079,0.0001320514,0.0005405096,0.0000439032,0.0001810082,0.00006353751,0.0000528959],"category_scores_gemma":[0.00008328583,0.0001058593,0.00003802897,0.0004865993,0.00004556605,0.000337413,0.00006914941,0.0001375761,0.000001846223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264279,"about_ca_system_score_gemma":0.0002411365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133034,"about_ca_topic_score_gemma":0.01983002,"domain_scores_codex":[0.9991624,0.00005261813,0.0000919464,0.0002037818,0.0001584028,0.0003308457],"domain_scores_gemma":[0.999414,0.0002216925,0.00005245613,0.00009411821,0.0001069668,0.0001107779],"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":[0.0006271396,0.000881527,0.5443593,0.0002559635,0.0001838853,0.0003500835,0.1063456,0.05849428,0.01332427,0.2338676,0.009483744,0.03182668],"study_design_scores_gemma":[0.0003951457,0.00002336736,0.0008718979,0.00004305894,0.00001434252,1.494823e-7,0.02066811,0.001223997,0.0004235504,0.00006167928,0.976091,0.0001836811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8387945,0.0000105163,0.1565296,0.001730375,0.0001203434,0.0002334754,0.00004515832,0.00005373165,0.002482387],"genre_scores_gemma":[0.9217061,0.000002554518,0.07543813,0.0000471007,0.0002540959,1.867381e-7,0.00001532079,0.000007798682,0.002528654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9666073,"threshold_uncertainty_score":0.9980555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392278838308668,"score_gpt":0.3174784058591745,"score_spread":0.2935556174760878,"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."}}