{"id":"W4362504882","doi":"10.56645/jmde.v3i5.54","title":"Collaborative Evaluation","year":2006,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05034616,0.0001677379,0.0003466404,0.0006963146,0.0002847832,0.0002228836,0.0004594266,0.000095017,0.003099008],"category_scores_gemma":[0.003255861,0.0001170806,0.0001845056,0.001309838,0.00007330431,0.001558432,0.00006950708,0.0002044089,0.0002023297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005028403,"about_ca_system_score_gemma":0.001957787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008795309,"about_ca_topic_score_gemma":0.00009838622,"domain_scores_codex":[0.9861593,0.001916948,0.001908709,0.0002860645,0.009528342,0.0002006361],"domain_scores_gemma":[0.9838074,0.0008641679,0.002148795,0.0003825707,0.01270671,0.00009034848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005958613,0.0009724667,0.09187198,0.000009473781,0.00009194232,0.00000995454,0.004453016,0.4817135,0.01149915,0.002191609,0.04291185,0.3636792],"study_design_scores_gemma":[0.002817465,0.000371452,0.4343958,0.00003401565,0.0001784224,0.00003284871,0.003101407,0.4888171,0.00144346,0.06587128,0.002774206,0.0001625174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748165,0.0007867049,0.004213102,0.003441431,0.001517223,0.0007939289,0.000009881122,0.00001058169,0.01441065],"genre_scores_gemma":[0.9947186,0.00002051232,0.004053476,0.00003751695,0.0006436118,0.00003147589,0.00003076677,0.00001084593,0.0004531913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3635167,"threshold_uncertainty_score":0.9978123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473091922505518,"score_gpt":0.5253125317131393,"score_spread":0.3780033394625875,"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."}}