{"id":"W2163964274","doi":"","title":"Self-Employed Women: Policy Options That Promote Equality and Economic Opportunities","year":2004,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Government (linguistics); Work (physics); Affect (linguistics); Private sector; Economic growth; Economics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004984961,0.0001296706,0.0002078813,0.0002064736,0.001012194,0.0001900845,0.0001177554,0.00005781542,0.00005153089],"category_scores_gemma":[0.00004037257,0.0001401127,0.00002953921,0.00010809,0.0004032761,0.0008087414,0.00002080385,0.00006237828,0.00004457299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003896799,"about_ca_system_score_gemma":0.001876308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01075079,"about_ca_topic_score_gemma":0.1777692,"domain_scores_codex":[0.9988816,0.00004476478,0.0001801329,0.0001705869,0.00007730396,0.0006455713],"domain_scores_gemma":[0.9991807,0.00003789574,0.00005435027,0.0001018382,0.00003839524,0.0005868525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003526299,0.00001581362,0.0003201632,0.00004391885,0.0001473178,0.00000437319,0.2660669,0.00001737011,1.407582e-7,0.7302773,0.0000744361,0.003028734],"study_design_scores_gemma":[0.0004238071,0.0000839041,0.0004552879,0.00002616636,0.000009733489,0.000001970327,0.5352852,0.000001319888,0.000006182495,0.1247221,0.3386579,0.0003264552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049817,0.0001868714,0.000002884536,0.008917409,0.000156965,0.000277416,0.00009035588,0.0000927422,0.08529367],"genre_scores_gemma":[0.9954076,0.001683029,0.00005048094,0.001073629,0.0001452728,0.0001563005,0.000005862817,0.000008914238,0.001468874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6055552,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578940462826372,"score_gpt":0.2913055613721041,"score_spread":0.2334115150894669,"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."}}