{"id":"W4392009076","doi":"10.53555/sfs.v10i1.2104","title":"Understanding The Educational Ethos Of The Tea Stalls Near University Of Allahabad Campus: A Qualitative Investigation","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethos; Qualitative research; University campus; Sociology; Geography; Political science; Engineering; Social science; Civil engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009080093,0.0003658698,0.0008497678,0.001805486,0.01538558,0.009104624,0.003080009,0.002331938,0.004968031],"category_scores_gemma":[0.01353107,0.0008015736,0.0003484434,0.00248249,0.01457106,0.005445666,0.006367805,0.004225692,0.000466247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009112302,"about_ca_system_score_gemma":0.007923378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02988717,"about_ca_topic_score_gemma":0.05412501,"domain_scores_codex":[0.992484,0.005045407,0.0001685748,0.0004844304,0.0005638961,0.00125367],"domain_scores_gemma":[0.9851629,0.01077064,0.0009161758,0.000404006,0.001123344,0.001622981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001095754,0.00002871029,0.001334962,0.00006360873,0.000001811947,0.0003807125,0.9945191,0.00001649044,0.0002692173,0.001876005,0.0004001035,0.001098353],"study_design_scores_gemma":[5.626073e-7,0.000005458933,0.0005059695,0.00004280017,7.476701e-7,0.00002926802,0.9968933,0.00001994724,0.00003662765,0.00009969786,0.002362577,0.000003102404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888255,0.0005322901,0.0009095748,0.004000265,0.00006528323,0.0001594261,0.0001718654,0.00001334665,0.005322478],"genre_scores_gemma":[0.9950983,0.0004506256,0.0004487143,0.0009062027,0.00001073559,0.0001653917,0.00005435482,0.00002035369,0.002845255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02988717,"threshold_uncertainty_score":0.06611466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4097568537349903,"score_gpt":0.3836787130078659,"score_spread":0.02607814072712439,"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."}}