{"id":"W7038389393","doi":"","title":"Monitor 2016","year":2016,"lang":"nl","type":"report","venue":"Data Archiving and Networked Services (DANS)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volunteer work; Table (database); Quarter (Canadian coin)","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":[0.003643223,0.0009813266,0.0005971424,0.00307226,0.001115327,0.006423493,0.00199088,0.00193885,0.2153266],"category_scores_gemma":[0.01140591,0.0006221454,0.0006136014,0.004030301,0.0005545029,0.003187886,0.003312793,0.001703283,0.1465186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003886444,"about_ca_system_score_gemma":0.01040221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05948147,"about_ca_topic_score_gemma":0.06311861,"domain_scores_codex":[0.9954728,0.0004032583,0.0003374556,0.0004943719,0.002881548,0.0004104996],"domain_scores_gemma":[0.9943047,0.0006544966,0.0005566307,0.0006842934,0.00298943,0.0008103607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002061104,0.00005924905,0.002429042,0.0003538741,0.00001483164,0.0001194781,0.000203761,0.0001948853,0.0007845156,0.008021848,0.9310791,0.05653324],"study_design_scores_gemma":[0.000008140003,0.00001155734,0.001648896,0.00006261693,0.000002766041,0.00002413996,0.00005301574,0.00005451096,0.000268074,0.0003131432,0.9975478,0.00000530991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004285594,0.004404523,0.005847924,0.01146737,0.004372544,0.001115039,0.2576979,0.004794143,0.706015],"genre_scores_gemma":[0.009471084,0.003259869,0.004524989,0.001257994,0.0005433716,0.0008410876,0.160396,0.001659762,0.8180459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2153266,"threshold_uncertainty_score":0.7203392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205775553565445,"score_gpt":0.2577844306834245,"score_spread":0.2357266751477701,"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."}}