{"id":"W2086193178","doi":"10.1002/sres.451","title":"Doing the right thing: the problems of…Gerard de Zeeuw, academic guerilla","year":2002,"lang":"en","type":"article","venue":"Systems Research and Behavioral Science","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sociology; Set (abstract data type); Work (physics); Quality (philosophy); Law and economics; Management; Epistemology; History; Philosophy; Computer science; Economics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.02613504,0.0006222859,0.000938703,0.002416549,0.009448206,0.01214296,0.001741001,0.005965435,0.003911218],"category_scores_gemma":[0.04030836,0.0006124977,0.000248352,0.002308851,0.03086095,0.01264628,0.007569525,0.009439545,0.001503332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139089,"about_ca_system_score_gemma":0.009499877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219392,"about_ca_topic_score_gemma":0.01107253,"domain_scores_codex":[0.9747381,0.0179334,0.0005766028,0.001776017,0.00377924,0.001196723],"domain_scores_gemma":[0.9714626,0.02001144,0.001262552,0.001499474,0.003057516,0.002706428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005870586,0.0000463889,0.0008049271,0.0002474373,0.00002369561,0.0002806136,0.04213868,0.0004058484,0.0001845611,0.5171041,0.3805035,0.0582016],"study_design_scores_gemma":[0.00001168776,0.00001472224,0.0006181166,0.0005739309,0.000006335217,0.0001798048,0.01666633,0.0002775092,0.000318422,0.1370064,0.8442988,0.00002799308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005964788,0.04854004,0.002867548,0.9101864,0.003320223,0.00001627417,0.00002117065,0.00006171686,0.02902183],"genre_scores_gemma":[0.6176348,0.08593527,0.01115861,0.1802917,0.004853977,0.0002341827,0.00005785719,0.0006825469,0.09915108],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02613504,"threshold_uncertainty_score":0.138217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143775839750545,"score_gpt":0.4733939971103033,"score_spread":0.2590164131352488,"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."}}