{"id":"W4388882190","doi":"10.53555//sfs.v9i1.1791","title":"Redefining Womanhood From The Pages Of Preeti Shenoy: A Critical Study","year":2022,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Cultural and Sociopolitical Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limelight; Feminism; Personality; Prime time; Gender studies; Sociology; Period (music); Political science; Aesthetics; Psychology; Social psychology; Engineering; Art; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002521391,0.00008150622,0.0002677923,0.00003511328,0.001013253,0.0001747921,0.0004628949,0.000009633756,0.001203814],"category_scores_gemma":[0.00109414,0.00004343988,0.00007140361,0.0001230691,0.001504899,0.000258585,0.0002118263,0.0002488006,7.222865e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003211047,"about_ca_system_score_gemma":0.00005602096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532805,"about_ca_topic_score_gemma":0.01213686,"domain_scores_codex":[0.9980467,0.0006004691,0.0004520591,0.0001081967,0.0006057131,0.0001868389],"domain_scores_gemma":[0.9976451,0.001941697,0.0001616365,0.00006563184,0.0001541681,0.00003179142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004992521,0.0002681796,0.8533275,0.000004042743,0.00003796194,0.00001268132,0.1309282,0.000008369543,0.000006484873,0.01029629,0.004798437,0.0002619618],"study_design_scores_gemma":[0.0001891647,0.001014925,0.6294217,0.00001881238,0.00001548462,0.000003144687,0.3553456,0.000002604413,0.000003599914,0.007794861,0.00611234,0.00007780273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877318,0.0007628454,3.583357e-7,0.004060272,0.0006150579,0.00006117918,0.00005772361,0.000004198885,0.006706621],"genre_scores_gemma":[0.9994344,0.0000255288,0.00002208334,0.0001527467,0.0001676984,0.000005496815,6.470376e-7,0.000002856195,0.0001885689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244174,"threshold_uncertainty_score":0.9997092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4126321261087335,"score_gpt":0.3051715530389607,"score_spread":0.1074605730697728,"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."}}