{"id":"W4200399520","doi":"10.1080/23268743.2021.2005907","title":"Deplatforming Sex: a roundtable conversation","year":2021,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sex work and related issues","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Conversation; Legislature; Sex workers; Psychology; Political science; Public relations; Sociology; Law; Communication; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002708601,0.00005197669,0.0001150791,0.00002034073,0.0005713451,0.00007260824,0.00004456738,0.00004861794,0.0001097003],"category_scores_gemma":[0.0002789399,0.00004613941,0.00003149546,0.0002168486,0.00008513352,0.000259147,0.00003787661,0.00006266183,0.0001185229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009074,"about_ca_system_score_gemma":0.00007631622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004558211,"about_ca_topic_score_gemma":0.0006009159,"domain_scores_codex":[0.9993914,0.00004565862,0.00009422508,0.000119371,0.0001661261,0.0001832112],"domain_scores_gemma":[0.9996096,0.0001169641,0.0000342485,0.00006550746,0.0001420805,0.00003152356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007224287,0.00005524978,0.02110699,0.00003004415,0.0004752084,0.00008668596,0.9327261,0.00002179215,0.0001311142,0.01162387,0.01403912,0.01969659],"study_design_scores_gemma":[0.0001369934,0.000006910631,0.000211495,0.00002975265,0.00002388665,0.000001868037,0.6045603,0.000006940503,0.0009667582,0.006663999,0.3872971,0.00009396626],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018804,0.04982281,0.0001723648,0.008547244,0.001376558,0.0001577328,7.012859e-7,0.0002515842,0.2377906],"genre_scores_gemma":[0.9020876,0.004097516,0.0002571158,0.0001487347,0.0002380426,0.000006052054,0.000002396266,0.000005019288,0.09315752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.373258,"threshold_uncertainty_score":0.4394382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139519125760218,"score_gpt":0.3788157257032327,"score_spread":0.2974205344456305,"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."}}