{"id":"W7145491555","doi":"","title":"Towards an Ecosystem Approach for Environment Protection with Emphasis on Radiological Hazards","year":2012,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commit; Acknowledgement; Context (archaeology); Radiological weapon; Task (project management); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.007890323,0.001241418,0.0009193794,0.004741361,0.003407125,0.01288879,0.002763425,0.007463691,0.004830579],"category_scores_gemma":[0.002366637,0.0005053896,0.001501586,0.002072684,0.01020071,0.009360049,0.01276365,0.007180009,0.001689591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006578107,"about_ca_system_score_gemma":0.01530962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006739711,"about_ca_topic_score_gemma":0.01024338,"domain_scores_codex":[0.9959829,0.001676733,0.000179826,0.0003843301,0.00129023,0.0004859773],"domain_scores_gemma":[0.9970295,0.000747226,0.0002894601,0.0002997877,0.001075251,0.0005587543],"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":[0.00001906854,0.00009297595,0.001447127,0.0006639723,0.00005875496,0.0004493115,0.004277538,0.004112115,0.001491232,0.9158725,0.02511876,0.04639658],"study_design_scores_gemma":[0.000010632,0.00006051952,0.001516425,0.00082281,0.00003165097,0.0004276041,0.004395365,0.002021552,0.0004821341,0.4376524,0.5525406,0.00003826205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0111977,0.03289858,0.3591017,0.2535165,0.006992616,0.0002854906,0.0002359385,0.0004818673,0.3352897],"genre_scores_gemma":[0.3751737,0.05796709,0.3916388,0.0441894,0.005440966,0.001051357,0.0004801214,0.0005268698,0.1235316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01288879,"threshold_uncertainty_score":0.0477277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715789878438999,"score_gpt":0.2431042174678247,"score_spread":0.2159463186834347,"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."}}