{"id":"W2096578621","doi":"10.1177/0160449x0302800106","title":"Learning for Change","year":2003,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public relations; Economic growth; Sociology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008132741,0.00005671416,0.0001068337,0.00003382984,0.001969645,0.00006498911,0.00007878685,0.00002647,0.0001021721],"category_scores_gemma":[0.000968519,0.00004408256,0.00004844239,0.0001687704,0.00007749496,0.0001473095,0.00001176864,0.0001281558,0.000002028853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006842954,"about_ca_system_score_gemma":0.00005558321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004694848,"about_ca_topic_score_gemma":0.0007071252,"domain_scores_codex":[0.9992273,0.0001304126,0.0001137246,0.00007221417,0.000173097,0.0002832342],"domain_scores_gemma":[0.9993812,0.0001089901,0.00007859624,0.0000361795,0.0003178749,0.00007712997],"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":[0.00000695019,0.00004841768,0.01886815,0.000004835722,0.0001863144,0.00000680269,0.05962425,0.000004899046,0.00003466257,0.8938483,0.009194477,0.01817197],"study_design_scores_gemma":[0.0002790606,0.00006466814,0.006304204,0.00001254424,0.00001648453,0.000001093618,0.03530999,6.499971e-7,0.00001574117,0.004153352,0.9537772,0.00006504344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623524,0.03331206,0.0007193761,0.03276648,0.009508106,0.001057725,0.00002075557,0.0001634361,0.06009963],"genre_scores_gemma":[0.9652761,0.01328746,0.001459851,0.002609535,0.001910476,0.00005750938,5.816469e-7,0.00001645602,0.01538208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9445827,"threshold_uncertainty_score":0.9993296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09529674423554192,"score_gpt":0.3943942762516545,"score_spread":0.2990975320161126,"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."}}