{"id":"W4402061494","doi":"10.53555/sfs.v10i1.2989","title":"Effectiveness of Environmental Education through Social Media in India","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Environmental education; Sociology; Political science; Pedagogy; Computer science; World Wide Web","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":[0.00196288,0.0003296344,0.0002748357,0.001756952,0.00104554,0.002048569,0.0007313573,0.0004002511,0.004828053],"category_scores_gemma":[0.007316674,0.000218584,0.0007769068,0.00135001,0.0007435229,0.001149861,0.00215726,0.0009733287,0.0003514798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160727,"about_ca_system_score_gemma":0.003868628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01990578,"about_ca_topic_score_gemma":0.02347038,"domain_scores_codex":[0.9978427,0.001072454,0.000142757,0.0001189943,0.0004490096,0.0003740427],"domain_scores_gemma":[0.9902215,0.006520079,0.0009480707,0.0003968896,0.0008331373,0.001080269],"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":[0.002505417,0.01128702,0.1351325,0.005774897,0.0006138892,0.002283693,0.02310401,0.001149832,0.005787915,0.005090896,0.006149694,0.8011201],"study_design_scores_gemma":[0.0007739622,0.01215313,0.8723451,0.003092681,0.002400212,0.001393807,0.04010592,0.00192788,0.009304126,0.001762622,0.05454754,0.000193064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590705,0.002139653,0.000213676,0.002437705,0.0001413036,0.0003074339,0.0003266281,0.00009266526,0.03527044],"genre_scores_gemma":[0.9962929,0.001514779,0.0003553653,0.0003136985,0.00003355103,0.00009250282,0.00006525247,0.00000879822,0.001323211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01990578,"threshold_uncertainty_score":0.03957981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05649338228190662,"score_gpt":0.291930775453542,"score_spread":0.2354373931716353,"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."}}