{"id":"W6983653138","doi":"","title":"Nieuwe &lt;i&gt;Polysiphonia&lt;/i&gt;-soorten voor België en Noord-Frankrijk, met een gereviseerde determineertabel voor de soorten van het geslacht &lt;i&gt;Polysiphonia&lt;/i&gt; in deze regio","year":2003,"lang":"nl","type":"article","venue":"Flanders Marine Institute (Flanders Marine Institute)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calais; Flora (microbiology); Alien; Key (lock)","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003970047,0.004567395,0.005313889,0.003135232,0.001822606,0.0009854576,0.00442069,0.002780493,0.005366928],"category_scores_gemma":[0.001581632,0.004412322,0.001821321,0.003864319,0.002538825,0.00352141,0.002118464,0.003292699,0.00360267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008098479,"about_ca_system_score_gemma":0.003826268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05594822,"about_ca_topic_score_gemma":0.7319545,"domain_scores_codex":[0.9789051,0.00181059,0.004931582,0.005104866,0.002691472,0.006556339],"domain_scores_gemma":[0.9896483,0.001198216,0.002030214,0.003540031,0.0005693549,0.003013897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005533292,0.002972167,0.7102774,0.002443517,0.005625346,0.01522122,0.002152114,0.01373687,0.008076223,0.0101746,0.07242968,0.1513576],"study_design_scores_gemma":[0.01358621,0.001594765,0.206163,0.000509986,0.001812554,0.003446461,0.0001866414,0.008924001,0.0002998512,0.00151665,0.7559378,0.006022046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7892695,0.003036324,0.002761076,0.003038683,0.007644321,0.004346185,0.0002219516,0.0009429179,0.1887391],"genre_scores_gemma":[0.9130612,0.008146661,0.0006266317,0.003147299,0.002013426,0.0002459471,0.01139326,0.000255322,0.06111024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6835081,"threshold_uncertainty_score":0.9994769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208478627402644,"score_gpt":0.2128335855420311,"score_spread":0.2007487992680047,"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."}}