{"id":"W2045833965","doi":"10.1177/0002764204264260","title":"Science, Technology, and Society","year":2004,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Multitude; Science, technology, society and environment education; Context (archaeology); Political science; Science education; Technology and society; Engineering ethics; Economic growth; Public administration; Sociology; Social science; Engineering; Law; Economics; Geography; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001093164,0.0003036437,0.0002874731,0.001378456,0.007802544,0.01136042,0.0002958874,0.001861344,0.02666607],"category_scores_gemma":[0.001766003,0.0001310144,0.0001967977,0.002153983,0.01491071,0.003179627,0.00521201,0.001942595,0.002183243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01171177,"about_ca_system_score_gemma":0.03118682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.296915,"about_ca_topic_score_gemma":0.4288626,"domain_scores_codex":[0.9981627,0.000409473,0.00004762736,0.0001534152,0.0008278369,0.0003990332],"domain_scores_gemma":[0.9989605,0.0001336753,0.00006057382,0.0001076553,0.0002559986,0.0004814865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006705719,0.00001593352,0.00258295,0.00003484139,0.000008964877,0.00004957904,0.003339535,0.0001423472,0.0001365554,0.8847445,0.05501034,0.05392771],"study_design_scores_gemma":[0.000003068631,0.00001310378,0.003847007,0.0001131433,0.000006868811,0.00005220608,0.004900625,0.00005515376,0.00005380578,0.0752347,0.9157125,0.000007926125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.008433913,0.01369084,0.001398975,0.06734965,0.00122557,0.00002254533,0.0001411098,0.00005331609,0.9076841],"genre_scores_gemma":[0.6141266,0.0375886,0.004587882,0.02108634,0.001287013,0.00008246835,0.0003208967,0.00007407969,0.3208462],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9921975,"threshold_uncertainty_score":0.5903735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027208587257296,"score_gpt":0.288531152896552,"score_spread":0.278259067023979,"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."}}