{"id":"W4413525980","doi":"10.64628/aam.4x9duhhvt","title":"Pup Play: Kink communities can help people build connections and improve their body image","year":2023,"lang":"en","type":"article","venue":"","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Image (mathematics); Business; Computer science; Computer vision","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009440954,0.0006379268,0.0002499567,0.0006763819,0.002536462,0.001844662,0.0007973667,0.0009102568,0.03591892],"category_scores_gemma":[0.002289345,0.0002009929,0.0003865083,0.0003109933,0.001223313,0.001897529,0.003619272,0.0008707403,0.002670117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151469,"about_ca_system_score_gemma":0.000587274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719285,"about_ca_topic_score_gemma":0.006123042,"domain_scores_codex":[0.9995452,0.0002264586,0.000008061124,0.00006249876,0.00005990756,0.00009778107],"domain_scores_gemma":[0.9989746,0.0003778424,0.00005805145,0.00007153599,0.0000492666,0.0004687337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001690582,0.009793555,0.08337118,0.001773814,0.0002743833,0.004049539,0.1102105,0.0007558968,0.01895488,0.02152106,0.06025942,0.6873452],"study_design_scores_gemma":[0.001079181,0.007403079,0.183116,0.001653101,0.0007412684,0.005576705,0.2775818,0.004912768,0.01050118,0.02933743,0.4778011,0.000296361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8774626,0.0009783197,0.0131405,0.004166955,0.0004892795,0.0004062659,0.0004573858,0.0008372585,0.1020614],"genre_scores_gemma":[0.9665823,0.0004644663,0.01356041,0.0004344659,0.00005518785,0.0002515501,0.0001636774,0.00007657232,0.01841142],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03591892,"threshold_uncertainty_score":0.1201608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796604814501793,"score_gpt":0.2944590558565595,"score_spread":0.2764930077115415,"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."}}