{"id":"W3210314500","doi":"10.25071/2561-5467.155","title":"Inventors and Innovators: Naval Lighterage and Anglo-American Success in the Amphibious Invasions of German-Occupied Europe","year":2021,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Navy; German; Spanish Civil War; Offensive; Humanities; Officer; Engineering; Political science; History; Art; Operations research; Archaeology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005791185,0.0001753885,0.0001874793,0.002098094,0.002711399,0.006588227,0.0006125306,0.0008814441,0.004366931],"category_scores_gemma":[0.01051327,0.0002766924,0.000206167,0.001645692,0.008017832,0.005305643,0.002020518,0.001535736,0.0003385995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914515,"about_ca_system_score_gemma":0.001366638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009840537,"about_ca_topic_score_gemma":0.0192227,"domain_scores_codex":[0.9983504,0.0005928852,0.00007846564,0.0002098492,0.0004774771,0.0002910277],"domain_scores_gemma":[0.9875982,0.004583416,0.00436359,0.00042488,0.0009578827,0.002072042],"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":[0.0002883988,0.0005070948,0.7331539,0.0001134296,0.00008033228,0.00074241,0.09501936,0.0003109425,0.0008268488,0.08431744,0.006371708,0.07826806],"study_design_scores_gemma":[0.00004046555,0.0004125007,0.7669557,0.0004184366,0.0001085177,0.0008770564,0.1451638,0.0009943271,0.0008401654,0.01331809,0.07075189,0.0001189798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520007,0.002899385,0.0002954065,0.005344814,0.00006698665,0.00001145709,0.00002604815,0.000006487564,0.03934873],"genre_scores_gemma":[0.990673,0.001766408,0.000115261,0.0004467474,0.00007513318,0.000009493698,0.00001903527,0.000006282867,0.006888644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009840537,"threshold_uncertainty_score":0.03062707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902312874947725,"score_gpt":0.2194049959026666,"score_spread":0.2003818671531894,"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."}}