{"id":"W2032995586","doi":"10.5539/ass.v7n10p249","title":"How to Cope with Risks --- Environmental Security Concept in the Modern Society","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental security; Set (abstract data type); Focus (optics); Risk analysis (engineering); Business; Political science; Environmental resource management; Computer science; Economics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001151439,0.0000912725,0.0000908941,0.00003279055,0.001335364,0.0002210144,0.0007686545,0.00004983346,0.0001751859],"category_scores_gemma":[0.00001993619,0.00006633143,0.00005109463,0.0006368412,0.002086379,0.0004673625,0.00009533115,0.0001377712,0.0000369801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277147,"about_ca_system_score_gemma":0.0001042833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641676,"about_ca_topic_score_gemma":0.001778181,"domain_scores_codex":[0.9981873,0.0001380424,0.00008531546,0.0003091609,0.0008339313,0.000446242],"domain_scores_gemma":[0.9996559,0.00001180223,0.00004996044,0.0001428446,0.00001749085,0.0001220212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006156387,0.00008602079,0.001482401,7.578473e-7,0.000002826555,0.000002830103,0.9071643,2.772067e-7,0.00007826064,0.02404529,0.002221455,0.06490947],"study_design_scores_gemma":[0.0003594721,0.00009879305,0.2892317,0.000005690588,0.00001119387,5.980114e-7,0.6266537,0.00002410557,0.0000506408,0.007335512,0.07594211,0.0002865167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1887404,0.00001528599,0.001598964,0.01305733,0.0001677228,0.0008980663,0.00001072144,0.00006382411,0.7954477],"genre_scores_gemma":[0.9970903,0.00002003112,0.000413586,0.001621607,0.0001230462,0.00003088009,7.705841e-7,0.000004493461,0.0006952258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.80835,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04319535678071666,"score_gpt":0.3022779178224493,"score_spread":0.2590825610417326,"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."}}