{"id":"W32436854","doi":"10.2196/17645","title":"Work, Recognition and Emancipation","year":2007,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emancipation; Epistemology; Work (physics); Sociology; Political science; Philosophy; Politics; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704198,0.0004449261,0.0004678085,0.00159104,0.001067737,0.003176122,0.0009851317,0.0008521602,0.006755227],"category_scores_gemma":[0.00711354,0.0002290811,0.0005919913,0.002183698,0.001608823,0.005116364,0.003333555,0.0009382872,0.001924179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009082439,"about_ca_system_score_gemma":0.001209693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560326,"about_ca_topic_score_gemma":0.001618519,"domain_scores_codex":[0.997778,0.000656573,0.0001647112,0.0006045621,0.0005688152,0.0002272928],"domain_scores_gemma":[0.9976675,0.0007187388,0.0003666499,0.0007235022,0.0004024804,0.0001210607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000446837,0.0002017791,0.01917954,0.0003855502,0.00008312848,0.0005210137,0.003782988,0.01751942,0.009557077,0.1720428,0.008158682,0.7681211],"study_design_scores_gemma":[0.00007158059,0.0004049975,0.03840904,0.0002505994,0.0001725452,0.001720425,0.009162627,0.3752882,0.06221338,0.4012166,0.1109069,0.0001831474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2459618,0.0005973905,0.644181,0.002818186,0.0003872437,0.000435407,0.000957599,0.001327552,0.1033338],"genre_scores_gemma":[0.9024636,0.0002660574,0.07922646,0.0001375649,0.00006561912,0.0001879154,0.0005506679,0.0000914555,0.0170106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006755227,"threshold_uncertainty_score":0.02259851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310085678493158,"score_gpt":0.3399189310848693,"score_spread":0.2968180742999377,"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."}}