{"id":"W2996271761","doi":"10.24193/contrib.bot.54.2","title":"Methodology for symphytosociological and geosymphytosociological releves","year":2019,"lang":"en","type":"article","venue":"Contribuţii Botanice","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Phytosociology; Vegetation (pathology); Geography; Plant community; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005553932,0.0008333117,0.0006251253,0.007431435,0.001896634,0.002408371,0.001892845,0.0006425171,0.01701345],"category_scores_gemma":[0.00868225,0.00052001,0.0009530585,0.00441703,0.00174932,0.001421109,0.003190285,0.001330491,0.004713815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009930307,"about_ca_system_score_gemma":0.003672572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403901,"about_ca_topic_score_gemma":0.006403251,"domain_scores_codex":[0.9958096,0.00141634,0.0007363139,0.001011428,0.0007822107,0.0002441715],"domain_scores_gemma":[0.9941703,0.001066242,0.0006738651,0.001496214,0.002251084,0.0003423046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002570189,0.0004123752,0.02942655,0.001853111,0.00009746706,0.0006445753,0.02139979,0.001524927,0.03165666,0.1517646,0.01010997,0.7508529],"study_design_scores_gemma":[0.0001158648,0.0007120579,0.09504693,0.001607839,0.0001725837,0.002944503,0.02360178,0.01171603,0.02909294,0.09112138,0.7436622,0.0002059274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03195596,0.0006209721,0.9305176,0.0002587363,0.0002540907,0.007804495,0.002237917,0.0006402813,0.02570987],"genre_scores_gemma":[0.04610659,0.0003890242,0.9308922,0.00008421193,0.00005500136,0.0106976,0.002047633,0.0001964444,0.009531212],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01701345,"threshold_uncertainty_score":0.0569157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04195872777108144,"score_gpt":0.2394450920997333,"score_spread":0.1974863643286519,"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."}}