{"id":"W7100701827","doi":"","title":"ITS TRANSFER INTO MARINE WATER MICROCOSMS","year":2014,"lang":"en","type":"article","venue":"","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology transfer; Water transfer; Valorisation; Water industry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002090291,0.0000624447,0.00009221385,0.00000756853,0.0006214074,0.00004336706,0.000114593,0.00004510945,0.002472284],"category_scores_gemma":[0.00001928485,0.00003442627,0.00005344223,0.00005705571,0.0001025899,0.0001007555,0.00003763532,0.00004121759,0.0007328209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280119,"about_ca_system_score_gemma":0.000005845552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003778673,"about_ca_topic_score_gemma":0.01585052,"domain_scores_codex":[0.999382,0.00005251502,0.0000769713,0.0001060114,0.000149937,0.0002325838],"domain_scores_gemma":[0.9998246,0.00001594111,0.000003456912,0.00003438858,0.00005992471,0.00006170524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002185377,0.000111441,0.003583326,0.0000295408,0.0000826512,0.000001400661,0.1841676,6.650327e-7,0.02752097,0.5761107,0.0352204,0.1731495],"study_design_scores_gemma":[0.0001043443,0.00001569661,0.0008166016,0.000001559229,0.000005986723,4.69768e-8,0.002762941,6.70703e-7,0.006675079,0.008565642,0.9809515,0.00009991425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2667447,0.00002997074,0.0001032689,0.01361131,0.0003458743,0.0001232581,2.930029e-7,0.0001179786,0.7189234],"genre_scores_gemma":[0.9357046,0.00006777309,0.00007271139,0.0008687312,0.0006931123,0.00001050875,0.000001887722,0.000003451132,0.06257726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9457311,"threshold_uncertainty_score":0.9984396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439262174594341,"score_gpt":0.2638044404399598,"score_spread":0.2494118186940164,"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."}}