{"id":"W2089558085","doi":"10.1108/13563280110381152","title":"Information sources: is there a gender issue?","year":2001,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Preference; Information source (mathematics); Interpersonal communication; Value (mathematics); Psychology; Public relations; Business; Social psychology; Political science; Computer science; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001004564,0.00008168181,0.00008144014,0.0001655609,0.00129716,0.0006982452,0.00217334,0.00007906686,0.002934088],"category_scores_gemma":[0.00009946042,0.0000840057,0.0000758332,0.0002119668,0.0002440002,0.002856727,0.0002128152,0.000296898,0.0004940814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815155,"about_ca_system_score_gemma":0.0002638281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008249189,"about_ca_topic_score_gemma":0.0003779439,"domain_scores_codex":[0.998531,0.000376136,0.0003044931,0.00006865105,0.0005475739,0.0001721133],"domain_scores_gemma":[0.9977016,0.00004783985,0.0004614274,0.0004955932,0.001118832,0.0001746475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009623183,0.0005566901,0.4536446,0.000005040057,0.0002982325,0.00001509103,0.2313016,0.0001153693,0.00002928487,0.2316763,0.02567998,0.05658166],"study_design_scores_gemma":[0.0003064659,0.00002040568,0.03765599,0.00001130522,0.00001334243,0.00003329568,0.03990014,0.000342261,0.000006342041,0.02109028,0.9004875,0.0001326539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6527322,0.0004643781,0.01236409,0.03590007,0.00158904,0.0002599435,0.00008463969,0.0001634559,0.2964422],"genre_scores_gemma":[0.9891694,0.005433786,0.001841827,0.002100968,0.0003436894,0.000003679041,0.00007853339,0.00000494622,0.001023126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8748075,"threshold_uncertainty_score":0.9979774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3086721002788237,"score_gpt":0.3701471750729685,"score_spread":0.06147507479414477,"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."}}