{"id":"W7057230425","doi":"","title":"How dependable are stereotypes from salient context?","year":2012,"lang":"en","type":"book-chapter","venue":"Repositório da Universidade de Lisboa (University of Lisbon)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Salient; Identification (biology); Perspective (graphical); Perception; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000147228,0.0005057253,0.0007827284,0.0004056037,0.0003297068,0.0001569936,0.0009036029,0.0003642809,0.08391957],"category_scores_gemma":[0.000005963602,0.000653941,0.0006094598,0.0001052143,0.0002978433,0.0002484959,0.0007634143,0.0007022244,0.0001594025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502412,"about_ca_system_score_gemma":0.0003180197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033523,"about_ca_topic_score_gemma":0.001089593,"domain_scores_codex":[0.9977151,0.00008051866,0.0002447352,0.0006748395,0.0006911455,0.0005936811],"domain_scores_gemma":[0.9973249,0.0001741826,0.000787478,0.0009148121,0.0003469766,0.0004515928],"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":[0.001334002,0.0008821361,0.02233339,0.0005420287,0.005183883,0.001946641,0.007138893,0.00001865755,0.00971537,0.4269285,0.2180564,0.3059201],"study_design_scores_gemma":[0.001474644,0.0001191612,0.001981507,0.0004171378,0.0007789854,0.000003632257,0.009676469,0.00006195639,0.000552205,0.0009264441,0.9832682,0.0007396422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01489906,0.0008356279,0.001280966,0.003205193,0.0002180819,0.0007452374,0.001307301,0.00009224184,0.9774163],"genre_scores_gemma":[0.1706126,0.00008281389,0.0008033578,0.00003735434,0.0002700395,4.101803e-7,0.0004381106,0.00005313079,0.8277022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7652118,"threshold_uncertainty_score":0.9995912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498662764544885,"score_gpt":0.1918542507350499,"score_spread":0.176867623089601,"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."}}