{"id":"W2016279106","doi":"10.1007/s00897010458a","title":"Student-Designed Experiment","year":2001,"lang":"en","type":"article","venue":"The Chemical Educator","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Victoria","funders":"","keywords":"Mathematics education; Style (visual arts); Ideal (ethics); Recipe; Computer science; Population; Psychology; Epistemology; Sociology; Chemistry; Food science; Visual arts","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":[0.02233575,0.001648164,0.001919198,0.0006000243,0.001756145,0.002070764,0.002053613,0.003740428,0.03745855],"category_scores_gemma":[0.0490333,0.0008022896,0.0006784342,0.0004651104,0.001567442,0.001089553,0.001604744,0.003093223,0.008111236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251509,"about_ca_system_score_gemma":0.003044999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002804793,"about_ca_topic_score_gemma":0.0003684535,"domain_scores_codex":[0.97997,0.01127909,0.001563032,0.003826717,0.002149164,0.001211928],"domain_scores_gemma":[0.9598344,0.02565162,0.002501159,0.005312241,0.005013161,0.001687432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.2962486,0.129349,0.02287714,0.007975757,0.001209599,0.0009658769,0.008555125,0.01038604,0.08021452,0.05747373,0.04941649,0.3353283],"study_design_scores_gemma":[0.1152238,0.3679273,0.02725331,0.0008566338,0.0009548583,0.0007037321,0.002207643,0.03092865,0.1007948,0.04036462,0.3120345,0.0007499409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.444385,0.0003625254,0.2143874,0.001674966,0.007400873,0.2754414,0.007386049,0.004172572,0.0447892],"genre_scores_gemma":[0.3460953,0.0002931769,0.2642552,0.003677284,0.0006285647,0.3429112,0.002639979,0.0005792362,0.03892014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03745855,"threshold_uncertainty_score":0.1253113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263746273077904,"score_gpt":0.3390904461663488,"score_spread":0.3127158188585584,"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."}}