{"id":"W4392249289","doi":"10.18174/650075","title":"Actueel inzicht CO2-behoefte Nederlandse glastuinbouw 2030","year":2024,"lang":"nl","type":"report","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001023792,0.002766657,0.003187791,0.0009145773,0.0003953057,0.0008875714,0.001539455,0.002913842,0.04394215],"category_scores_gemma":[0.0002503019,0.002031114,0.002804673,0.001842293,0.0003538657,0.0004177091,0.001341096,0.002533678,0.02701069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885302,"about_ca_system_score_gemma":0.0006633272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011303,"about_ca_topic_score_gemma":0.01393941,"domain_scores_codex":[0.9878755,0.0003751463,0.002824697,0.003551847,0.003323501,0.002049293],"domain_scores_gemma":[0.9939429,0.0003635522,0.001281424,0.003053751,0.0003210825,0.001037252],"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":[0.00007896903,0.0007786562,0.001317193,0.001307874,0.01846813,0.004470648,0.0005253302,0.01888686,0.005055885,0.00907467,0.9166663,0.02336944],"study_design_scores_gemma":[0.0006074277,0.0002086471,0.001228595,0.0005623586,0.008090393,0.0003348404,0.0006172203,0.0005649473,0.002523265,0.0005129427,0.9820709,0.002678454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01255424,0.02144708,0.000544195,0.002289421,0.005295822,0.0006282189,0.0003035662,0.0008899061,0.9560475],"genre_scores_gemma":[0.1393663,0.0360815,0.0006768096,0.001046122,0.004490355,0.0002591618,0.003534735,0.0005352393,0.8140097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1420378,"threshold_uncertainty_score":0.9997675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483128795378779,"score_gpt":0.2451136799684153,"score_spread":0.2302823920146276,"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."}}