{"id":"W7064487895","doi":"","title":"Can various behavioural, economic and policy instruments increase cost-effectiveness of conservation auctions? A series of randomized controlled trials","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsidy; Transaction cost; Bidding; Payment; Common value auction; Incentive; Reverse auction; Database transaction; Vendor","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":[0.04212593,0.002932928,0.003950096,0.001606721,0.001387418,0.002715055,0.002449538,0.005983931,0.0143975],"category_scores_gemma":[0.09370226,0.001235581,0.005684635,0.001323908,0.003236885,0.00326596,0.001536097,0.005237923,0.001331546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003751249,"about_ca_system_score_gemma":0.0054378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023712,"about_ca_topic_score_gemma":0.003513697,"domain_scores_codex":[0.9475111,0.03966191,0.004397886,0.003460849,0.00286674,0.002101479],"domain_scores_gemma":[0.9149163,0.06067405,0.01485177,0.004546286,0.00259395,0.002417568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8916534,0.03745859,0.001570223,0.005710146,0.006162584,0.00005944132,0.0004397216,0.002114039,0.0008102286,0.00331536,0.001759079,0.04894713],"study_design_scores_gemma":[0.7414614,0.2275737,0.003976375,0.001146297,0.005046547,0.00004372352,0.0002174723,0.004723499,0.001667753,0.006969039,0.007046112,0.0001281035],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6115887,0.01240046,0.02277616,0.003508931,0.004998095,0.318514,0.003099076,0.0007233762,0.02239123],"genre_scores_gemma":[0.6710598,0.002855811,0.02791995,0.002031623,0.000908236,0.2889443,0.0006949615,0.00008153204,0.005503822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04212593,"threshold_uncertainty_score":0.2227858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217458871959777,"score_gpt":0.3061223229282821,"score_spread":0.2843764357323044,"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."}}