{"id":"W7018856349","doi":"","title":"Drone-kuvien käyttö haurujen (Fucus spp.) kartoitukseen ja monitorointiin itäisellä Suomenlahdella","year":2023,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Power (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":[0.0003760362,0.0006765875,0.0005462223,0.001040473,0.001783484,0.001839624,0.0003821032,0.0007245105,0.01043443],"category_scores_gemma":[0.0006727403,0.0003026893,0.0006632929,0.0008840258,0.0005135285,0.001668764,0.001435598,0.000909023,0.002583215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000940037,"about_ca_system_score_gemma":0.001072202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006899243,"about_ca_topic_score_gemma":0.02059446,"domain_scores_codex":[0.9995023,0.00005671912,0.00003179586,0.000147822,0.0001657289,0.000095633],"domain_scores_gemma":[0.999535,0.00008352588,0.0001285129,0.00003929044,0.0001452413,0.0000684807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00103453,0.0003288726,0.1626694,0.002656636,0.0002537855,0.004600929,0.009827594,0.001003666,0.4638337,0.005627373,0.007069416,0.3410941],"study_design_scores_gemma":[0.00002720027,0.001083994,0.3745966,0.001060521,0.0003348808,0.007560926,0.02210383,0.001262792,0.1291179,0.003417529,0.4592116,0.0002222433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436432,0.0102564,0.007081976,0.001371444,0.0004777604,0.0002300058,0.003568314,0.0003627169,0.1330082],"genre_scores_gemma":[0.8891962,0.005328538,0.01307683,0.0005534339,0.00008169953,0.0001142904,0.003676376,0.0001370785,0.08783555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043443,"threshold_uncertainty_score":0.03490663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237114217315883,"score_gpt":0.2699876440073016,"score_spread":0.2476165018341427,"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."}}