{"id":"W4206083429","doi":"10.1080/09589236.2022.2027236","title":"‘I don’t think my torso is anything to write home about’: men’s reflexive production of ‘authentic’ photos for online dating platforms","year":2022,"lang":"en","type":"article","venue":"Journal of Gender Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflexivity; Masculinity; Construct (python library); Feeling; Psychology; Presentation (obstetrics); Aesthetics; Perception; Social psychology; Sociology; Gender studies; Art; Computer science; Anthropology","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":[0.001245097,0.0001943085,0.0006070173,0.0003966975,0.000375638,0.00001214601,0.0003384844,0.0000818742,0.0001668291],"category_scores_gemma":[0.0002277681,0.0001612447,0.0001669035,0.000283398,0.00009332743,0.0001447501,0.0002815119,0.0004691373,0.000002057076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088141,"about_ca_system_score_gemma":0.00004275455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004341817,"about_ca_topic_score_gemma":0.00002156595,"domain_scores_codex":[0.99797,0.00006575287,0.0009105055,0.000316775,0.0004038124,0.0003331103],"domain_scores_gemma":[0.9981827,0.0001440572,0.0008677433,0.0003420142,0.0004085547,0.00005497092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002001547,0.002496851,0.02581713,0.0003783779,0.005097412,0.0001069929,0.7987502,0.0000916783,0.02944662,0.005155288,0.08945617,0.04120176],"study_design_scores_gemma":[0.002800029,0.003517922,0.0219726,0.0000971329,0.0005583022,0.0005075873,0.9178665,0.0000145819,0.007418694,0.01020426,0.03453643,0.0005059324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989197,0.003537355,0.0001486361,0.001411697,0.004942354,0.0004301525,0.00008049329,0.00003834538,0.0002140155],"genre_scores_gemma":[0.9920976,0.0001440162,0.003381911,0.0004910558,0.0008244066,0.00008248346,0.000009395815,0.00004077367,0.002928325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191164,"threshold_uncertainty_score":0.6575367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401284836079962,"score_gpt":0.4242317068224052,"score_spread":0.2841032232144091,"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."}}