{"id":"W1314238","doi":"10.2139/ssrn.1427406","title":"An Experiment that Produces Waste","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Waste management; Environmental science; Business; Engineering","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":[0.003799363,0.0009382135,0.0007175861,0.000549624,0.001671344,0.001707484,0.001558819,0.00440289,0.02091111],"category_scores_gemma":[0.01717952,0.0005862,0.0006711515,0.0009170732,0.002537796,0.002171466,0.001583625,0.001656485,0.002214815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000780011,"about_ca_system_score_gemma":0.001778934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007012907,"about_ca_topic_score_gemma":0.000710607,"domain_scores_codex":[0.9972724,0.001078798,0.0002548932,0.0005486381,0.0005666438,0.0002786506],"domain_scores_gemma":[0.9707616,0.01977639,0.0020122,0.005227714,0.001190124,0.001032061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1208809,0.08837079,0.03246041,0.005843366,0.001030784,0.004917328,0.01097117,0.01134636,0.3439288,0.1732381,0.04140976,0.1656023],"study_design_scores_gemma":[0.03781933,0.07966184,0.0303492,0.0008890545,0.00173194,0.002143427,0.006858197,0.03091043,0.4135172,0.2520652,0.1432932,0.0007610297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9360396,0.0002141524,0.01919385,0.003993766,0.001130738,0.001133218,0.001254283,0.0009221565,0.03611842],"genre_scores_gemma":[0.9662336,0.0001633271,0.01409162,0.001851365,0.0001086512,0.001721033,0.0006021691,0.0002570342,0.01497122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02091111,"threshold_uncertainty_score":0.06995469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372344315027088,"score_gpt":0.4131472426477953,"score_spread":0.3794237994975244,"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."}}