{"id":"W4210281381","doi":"10.5779/hypothesis.v6i1.103","title":"Interdisciplinary Communication","year":2008,"lang":"en","type":"article","venue":"Hypothesis","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001137599,0.00008855569,0.0001552973,0.0002431718,0.0006947813,0.0001129195,0.0009039429,0.00004998424,0.001246837],"category_scores_gemma":[0.0008639264,0.0000647798,0.00009495106,0.0008047875,0.0001899763,0.000465563,0.0006381515,0.0001143854,0.00332104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004675671,"about_ca_system_score_gemma":0.00007656899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003082665,"about_ca_topic_score_gemma":0.00005614467,"domain_scores_codex":[0.9979174,0.0003157653,0.00036279,0.0002662947,0.0009353173,0.0002024934],"domain_scores_gemma":[0.9974709,0.001041862,0.0001008614,0.0009218099,0.0003667661,0.00009777684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004700967,0.0003724715,0.02398018,0.000005082244,0.00004682323,0.000119125,0.01071265,0.0001014384,0.004096023,0.006249973,0.816955,0.1368912],"study_design_scores_gemma":[0.001190249,0.0007096957,0.4105368,0.00005806797,0.00001827355,0.0003938997,0.01745514,0.006569399,0.01707805,0.4472432,0.09793318,0.0008140727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516726,0.000187914,0.00153124,0.008597432,0.0001177087,0.0001617343,0.00001068291,0.0000648904,0.1376557],"genre_scores_gemma":[0.9806409,0.00002125931,0.001939193,0.0001201566,0.00007518442,0.00002812763,0.000003051566,0.000009107629,0.01716303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7190218,"threshold_uncertainty_score":0.9996662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242927708711498,"score_gpt":0.4206343855391116,"score_spread":0.1777066768276136,"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."}}