{"id":"W2309808886","doi":"","title":"Dreams, Schemes, Community Themes","year":2012,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sociology; Computer science","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001714212,0.0001900756,0.0001981139,0.00006452918,0.002148987,0.00007509659,0.0006105324,0.0001573804,0.004954282],"category_scores_gemma":[0.0002281502,0.0001822167,0.0001641991,0.0002097943,0.0003575959,0.0004507218,0.0002877331,0.0005302581,0.001025363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792206,"about_ca_system_score_gemma":0.0001328225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006789797,"about_ca_topic_score_gemma":0.0005957554,"domain_scores_codex":[0.9976043,0.0005948428,0.0002304357,0.0001648587,0.0006272226,0.0007783541],"domain_scores_gemma":[0.9987295,0.0001470122,0.0001225469,0.0004222177,0.0001174419,0.000461225],"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":[0.00002222328,0.00122999,0.2854713,0.0000402143,0.0001883305,0.000003068008,0.08340998,4.785946e-7,0.001517747,0.6029326,0.02049105,0.00469303],"study_design_scores_gemma":[0.0002417964,0.00003159842,0.02935667,0.00001629741,0.00003457444,7.860896e-7,0.009331017,0.000004332348,0.002646284,0.003639818,0.9543655,0.0003313365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212154,0.001432421,0.00009344269,0.001241904,0.003110227,0.0002810515,0.00003251969,0.0002004151,0.07239269],"genre_scores_gemma":[0.993416,0.0008189674,0.00008333584,0.000672336,0.0004785109,0.00002042838,0.00002728042,0.00002122605,0.004461954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9338744,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201888167674837,"score_gpt":0.3374941423243817,"score_spread":0.2554752606476334,"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."}}