{"id":"W2043962222","doi":"10.1558/genl.v3i2.139","title":"From the Editors","year":2009,"lang":"en","type":"article","venue":"Gender and Language","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Psychology","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":[0.0009350893,0.00003382777,0.00004386803,0.000009032382,0.0002483821,0.00005988024,0.0001183262,0.00003098869,0.0003303062],"category_scores_gemma":[0.0004529249,0.00002181222,0.00001687688,0.00007488223,0.0001075811,0.00006257212,0.00001539927,0.00007828152,0.00002424831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000116065,"about_ca_system_score_gemma":0.00004272498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485616,"about_ca_topic_score_gemma":0.00008060569,"domain_scores_codex":[0.9990845,0.0003727506,0.00004312624,0.00008844332,0.0002209535,0.0001902516],"domain_scores_gemma":[0.9995283,0.0002574498,0.000009686012,0.00009807555,0.00001155028,0.00009496935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001761684,0.00004828469,0.004052739,0.000001870852,0.00002332145,0.00003263808,0.7037376,5.585229e-7,0.005443828,0.01294365,0.1220267,0.1516713],"study_design_scores_gemma":[0.0002713797,0.00004615363,0.2193671,0.000006094418,0.00001817218,3.636703e-7,0.1940637,0.00003635207,0.001270235,0.01630533,0.5684422,0.0001728934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717185,0.00214028,0.0006979146,0.004129076,0.0007651875,0.0001659088,0.00001120829,0.00008306153,0.1202888],"genre_scores_gemma":[0.9930969,0.00001652,0.0002700566,0.0007826129,0.005334712,0.000002324903,0.000001007824,0.000002005159,0.0004938905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5096738,"threshold_uncertainty_score":0.3616621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4293158559422085,"score_gpt":0.6135336345748644,"score_spread":0.1842177786326559,"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."}}