{"id":"W4200111751","doi":"10.1021/acs.jchemed.1c00757","title":"Student Perceptions of Remote Chemistry Laboratory Delivery Models","year":2021,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Experiential learning; Curriculum; Context (archaeology); Perspective (graphical); Mathematics education; Class (philosophy); Globe; Coursework; Psychology; Computer science; Pedagogy","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":[0.001186556,0.00005495414,0.0001535323,0.00003766045,0.00006400617,0.00002120319,0.0001766697,0.00008805369,0.0002294219],"category_scores_gemma":[0.001010469,0.00005590771,0.0000773353,0.0003562083,0.0001169454,0.0002204579,0.00002370778,0.0002955699,0.000001405684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951833,"about_ca_system_score_gemma":0.00246096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003284427,"about_ca_topic_score_gemma":0.000001341613,"domain_scores_codex":[0.9988294,0.000210723,0.0003669317,0.00007987142,0.0004120922,0.0001009627],"domain_scores_gemma":[0.9974825,0.0001101016,0.0003446638,0.0001072849,0.001874244,0.00008124577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008984425,0.0003400373,0.0006720109,0.00002343399,0.00002599951,0.000001231982,0.01152718,0.00001501018,0.9721745,0.001397354,0.001938772,0.01187555],"study_design_scores_gemma":[0.0004646312,0.00002832159,0.00390414,0.0003363953,0.0001192574,0.00002886413,0.06047389,0.00008632921,0.899809,0.02183795,0.01263539,0.0002758427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985075,0.0002496455,0.002478256,0.001235332,0.000349611,0.00002807447,0.000001820931,0.000005934055,0.01057634],"genre_scores_gemma":[0.9454326,0.00008184832,0.05335931,0.0001507968,0.0006386614,5.037233e-7,0.000002527242,0.000006091283,0.0003276469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07236545,"threshold_uncertainty_score":0.4365638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312361517757726,"score_gpt":0.4137675514775462,"score_spread":0.3825313997017736,"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."}}