{"id":"W282627436","doi":"10.5751/es-00571-070303","title":"Infodynamics, a Developmental Framework for Ecology/Economics","year":2003,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Biology","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":[0.00235001,0.0008974432,0.0006028805,0.002911724,0.00204155,0.00605168,0.001731156,0.002682762,0.008330408],"category_scores_gemma":[0.003691274,0.0003463505,0.0008183553,0.001878085,0.01074854,0.007854915,0.002652506,0.004101203,0.001283623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005931002,"about_ca_system_score_gemma":0.003059588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005859775,"about_ca_topic_score_gemma":0.003558042,"domain_scores_codex":[0.9989248,0.000604535,0.00004536525,0.0001398714,0.0002014976,0.00008386669],"domain_scores_gemma":[0.9984441,0.0009275744,0.00011768,0.0001331456,0.0002159059,0.000161537],"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":[8.481755e-7,0.000001158189,0.00002869181,0.000008225743,0.000001262607,0.00001308087,0.00004425966,0.0002763042,0.000007994935,0.9974861,0.0008297524,0.001302297],"study_design_scores_gemma":[0.000002417412,0.000003280984,0.00006224988,0.00003604478,0.00000163628,0.00003330538,0.00007643238,0.001894338,0.00002798708,0.9580646,0.03979291,0.000004667014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006979321,0.0297213,0.4528205,0.06795542,0.00153829,0.0001489205,0.0009082088,0.0003650441,0.4395631],"genre_scores_gemma":[0.6578943,0.03122796,0.2225184,0.01068252,0.003520755,0.0009970611,0.0004563277,0.0003515379,0.07235109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008330408,"threshold_uncertainty_score":0.04303265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601326757848417,"score_gpt":0.3823173152254337,"score_spread":0.2221846394405919,"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."}}