{"id":"W3096890739","doi":"10.3390/educsci10110323","title":"Implementing Alternative Assessment Strategies in Chemistry Amidst COVID-19: Tensions and Reflections","year":2020,"lang":"en","type":"article","venue":"Education Sciences","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Distancing; Closure (psychology); Psychological intervention; 2019-20 coronavirus outbreak; Quarter (Canadian coin); Medical education; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distance education; Higher education; Mathematics education; Psychology; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2225438,0.001123027,0.0009589773,0.002083442,0.0154291,0.02295372,0.009404385,0.01567657,0.003131699],"category_scores_gemma":[0.2188004,0.001192158,0.001150729,0.001697203,0.01995055,0.02028864,0.02103211,0.02572954,0.0007364822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01503339,"about_ca_system_score_gemma":0.03306381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072102,"about_ca_topic_score_gemma":0.018065,"domain_scores_codex":[0.7382659,0.2029019,0.01040134,0.005925738,0.02581035,0.01669479],"domain_scores_gemma":[0.7842926,0.1470784,0.008842961,0.007551079,0.03301204,0.0192229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004078494,0.004073668,0.01281613,0.001904322,0.00009666811,0.00241771,0.4504842,0.001601168,0.002775598,0.06478176,0.03787524,0.4207657],"study_design_scores_gemma":[0.0001724126,0.00157548,0.009101913,0.003489161,0.00005663159,0.0009163843,0.8375118,0.002717779,0.003012927,0.02473997,0.116334,0.0003714563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2314215,0.004493949,0.02485925,0.7100593,0.002970875,0.0009460383,0.00005571602,0.0003374264,0.02485588],"genre_scores_gemma":[0.8724141,0.00406722,0.05915287,0.05592722,0.0005950076,0.001359313,0.00005124203,0.0002106942,0.006222299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2225438,"threshold_uncertainty_score":0.9587419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.28436938546303,"score_gpt":0.5966523505005761,"score_spread":0.3122829650375461,"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."}}