{"id":"W7060709735","doi":"","title":"Out in Psychology: Lesbian, gay, bisexual, trans and queer perspectives","year":2007,"lang":"en","type":"article","venue":"Worcester Research and Publications (University of Worcester)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aston University; University of the West of England","keywords":"Queer; Pride; Visibility; Politics; Chose; Lesbian; Invisibility; Centrality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001142662,0.0001074418,0.0001663097,0.00100262,0.0002636639,0.00009011333,0.0003705732,0.00005806609,0.007054343],"category_scores_gemma":[0.00001361526,0.0001215387,0.00003236748,0.0006318751,0.0006699541,0.0001619922,0.0002133071,0.0003960448,0.00001472404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001103984,"about_ca_system_score_gemma":0.00007236392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414376,"about_ca_topic_score_gemma":0.003912613,"domain_scores_codex":[0.9985538,0.0001422638,0.0001684085,0.0003888764,0.0003164055,0.0004302223],"domain_scores_gemma":[0.998879,0.0002174518,0.00005292409,0.0003684588,0.0002646239,0.000217544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003080127,0.0009239801,0.4420009,0.00008074367,0.0001060554,0.00001128321,0.06507933,6.262363e-7,0.004986474,0.01619768,0.00767031,0.4626346],"study_design_scores_gemma":[0.002315645,0.0003672531,0.6733067,0.00006976748,0.00001469548,0.000003188199,0.1250546,0.00008110293,0.00006663552,0.00160986,0.1968192,0.000291414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.838906,0.0003731943,0.002869729,0.01780404,0.00001644684,0.0005066629,0.00002466036,0.00001940375,0.1394799],"genre_scores_gemma":[0.9697937,0.0001333582,0.0004491791,0.00001872646,0.00002837241,0.0000033549,0.0000172865,0.000007385118,0.02954868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4623432,"threshold_uncertainty_score":0.9938533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200312211160238,"score_gpt":0.3922104990122546,"score_spread":0.2721792778962309,"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."}}