{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006771483,0.0002584777,0.0002236679,0.0005673176,0.001142815,0.003982355,0.0008233437,0.0009005544,0.006340291],"category_scores_gemma":[0.02565373,0.0002454355,0.0004262706,0.0003640887,0.0008407516,0.001551603,0.002524053,0.001275962,0.0009286617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413518,"about_ca_system_score_gemma":0.001570262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553257,"about_ca_topic_score_gemma":0.001326508,"domain_scores_codex":[0.9936127,0.002838475,0.0003593151,0.0003258697,0.002136718,0.0007269386],"domain_scores_gemma":[0.9849766,0.006191046,0.002109378,0.0005421118,0.002835672,0.00334508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001413286,0.005467175,0.4168236,0.0006960833,0.0001212082,0.002548787,0.2523174,0.003425088,0.01789706,0.00675275,0.00786569,0.2846719],"study_design_scores_gemma":[0.0002206858,0.01471333,0.2300928,0.0006842365,0.0001942503,0.004147677,0.6435171,0.013117,0.009410455,0.003069496,0.08050252,0.0003305651],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928259,0.0000942741,0.001675905,0.0007695202,0.00002338924,0.00005294989,0.00002104197,0.00003811271,0.004498827],"genre_scores_gemma":[0.9969722,0.0001549278,0.0007899035,0.0002158734,0.00001101948,0.00003161553,0.00001913124,0.00001453601,0.001790774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006771483,"threshold_uncertainty_score":0.03581148,"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."}}