{"id":"W2893046288","doi":"10.18733/cpi29372","title":"Sex Work and Social Media: Online Advocacy Strategies","year":2018,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Sex work and related issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"Social media; Public relations; Dissemination; Work (physics); Social work; Service (business); Political science; Sex work; Business; Marketing; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629997,0.0001237565,0.0001778807,0.00001859337,0.0009625591,0.0002185572,0.0001034203,0.0002457514,0.0003136187],"category_scores_gemma":[0.00007120658,0.0000753632,0.00003677083,0.0001625633,0.002429544,0.000215355,0.00006451565,0.0002005283,0.00002566394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001052694,"about_ca_system_score_gemma":0.00004078177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001040063,"about_ca_topic_score_gemma":0.0001126624,"domain_scores_codex":[0.9990437,0.000114378,0.0001386009,0.0002257136,0.0001942356,0.0002833401],"domain_scores_gemma":[0.9995709,0.0001263217,0.00003831113,0.00004273383,0.00008735138,0.0001343856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004021236,0.00005384654,0.001782666,0.00000784678,0.00002459044,0.000009852845,0.9518702,1.408148e-7,0.00007720016,0.01102304,0.007597852,0.02751257],"study_design_scores_gemma":[0.0002599255,0.00006841989,0.01597471,0.00002047411,0.00002505841,0.000002993573,0.7686395,0.000001567394,0.00001414457,0.006513088,0.2082598,0.0002203489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853885,0.001721218,0.000004426177,0.004390734,0.0004958961,0.00006767328,0.000001213773,0.00009694593,0.007833348],"genre_scores_gemma":[0.991694,0.00105086,0.00008740136,0.0002606542,0.004474666,0.000002264087,0.00001805352,0.000004796956,0.002407299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006619,"threshold_uncertainty_score":0.8951756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4803965643629915,"score_gpt":0.4826611472747651,"score_spread":0.002264582911773616,"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."}}